CareerLibrary_Formatting_3668.ipynb

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  "nbformat_minor": 0,
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    "colab": {
      "provenance": [],
      "authorship_tag": "ABX9TyOfVQrcv4Wu3EYdxeZqTJ4U"
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "7WHz624HHlja"
      },
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      "source": [
        "import numpy as np\n",
        "import pandas as pd\n",
        "import matplotlib.pyplot as plt\n",
        "import seaborn as sns\n",
        "import warnings\n",
        "warnings.filterwarnings('ignore')"
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df=pd.read_csv('/content/Processed_3668_ncs_25nov - Careers - NCS.csv')"
      ],
      "metadata": {
        "id": "fuiwAgrxgKfM"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# prompt: replace all empty cells with  -\n",
        "\n",
        "df.fillna('-', inplace=True)\n",
        "df\n"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 999
        },
        "id": "GmVz4W2HmkOd",
        "outputId": "f2af9e7f-2a74-4474-d590-834e5248ee7c"
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          "output_type": "execute_result",
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            "text/plain": [
              "                             Career Cluster Career Path  \\\n",
              "0     Agriculture, Food & Natural Resources           -   \n",
              "1     Agriculture, Food & Natural Resources           -   \n",
              "2     Agriculture, Food & Natural Resources           -   \n",
              "3     Agriculture, Food & Natural Resources           -   \n",
              "4     Agriculture, Food & Natural Resources           -   \n",
              "...                                     ...         ...   \n",
              "3864                                      -           -   \n",
              "3865                                      -           -   \n",
              "3866                                      -           -   \n",
              "3867                                      -           -   \n",
              "3868                                      -           -   \n",
              "\n",
              "                          Career Name New Name Prioritization  \\\n",
              "0          Civil Engineer, Irrigation        -              -   \n",
              "1     General Manager, Livestock Farm        -              -   \n",
              "2                  Sugar Technologist        -              -   \n",
              "3                   Boiling In-Charge        -              -   \n",
              "4               Veterinarian, General        -              -   \n",
              "...                               ...      ...            ...   \n",
              "3864                                -        -              -   \n",
              "3865                                -        -              -   \n",
              "3866                                -        -              -   \n",
              "3867                                -        -              -   \n",
              "3868                                -        -              -   \n",
              "\n",
              "     YT link 1 (Industry) YT link 2 (Career) SEO Status Review Assigned to  \\\n",
              "0                       -                  -          -                  -   \n",
              "1                       -                  -          -                  -   \n",
              "2                       -                  -          -                  -   \n",
              "3                       -                  -          -                  -   \n",
              "4                       -                  -          -                  -   \n",
              "...                   ...                ...        ...                ...   \n",
              "3864                    -                  -          -                  -   \n",
              "3865                    -                  -          -                  -   \n",
              "3866                    -                  -          -                  -   \n",
              "3867                    -                  -          -                  -   \n",
              "3868                    -                  -          -                  -   \n",
              "\n",
              "     Review Status  ...                                  Expected Earnings  \\\n",
              "0                -  ...  Entry Level : 300000 - 600000  /year \\nMid Lev...   \n",
              "1                -  ...  Entry Level : 300000 - 500000  /year \\nMid Lev...   \n",
              "2                -  ...  Entry Level : 200000 - 400000  /year \\nMid Lev...   \n",
              "3                -  ...  Entry Level : 200000 - 300000  /year \\nMid Lev...   \n",
              "4                -  ...  Entry Level : 250000 - 400000  /year \\nMid Lev...   \n",
              "...            ...  ...                                                ...   \n",
              "3864             -  ...                                                  -   \n",
              "3865             -  ...                                                  -   \n",
              "3866             -  ...                                                  -   \n",
              "3867             -  ...                                                  -   \n",
              "3868             -  ...                                                  -   \n",
              "\n",
              "                                           Top Colleges  \\\n",
              "0     Indian Institute of Technology (IIT) Bombay \\n...   \n",
              "1     Indian Veterinary Research Institute Bareilly ...   \n",
              "2     National Sugar Institute Kanpur \\nVasantdada S...   \n",
              "3                                                     -   \n",
              "4     Veterinary College Bangalore \\nBombay Veterina...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                              Top Exams  \\\n",
              "0     Joint Entrance Examination (JEE) Advanced \\nBi...   \n",
              "1     All India Pre-Veterinary Test (AIPVT) \\nIndian...   \n",
              "2             All India Common Entrance Test (AICET) \\n   \n",
              "3                                                     -   \n",
              "4     All India Pre-Veterinary Test (AIPVT) \\nIndian...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                           Work Context  \\\n",
              "0     Environment : Office setting with frequent sit...   \n",
              "1     Environment : Farm setting often outdoors with...   \n",
              "2     Environment : Sugar mills and factories. \\nHou...   \n",
              "3     Environment : Industrial setting with exposure...   \n",
              "4     Environment : Veterinary clinics animal hospit...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                              Strengths  \\\n",
              "0     High demand for skills \\nInvolvement in sustai...   \n",
              "1     Working with animals \\nInvolvement in food pro...   \n",
              "2     Unique career path with specialized skills \\nO...   \n",
              "3     Essential role in the processing industry \\nOp...   \n",
              "4     Rewarding career helping animals \\nHigh demand...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                             Weaknesses  \\\n",
              "0     High pressure \\nNeed for continuous learning \\...   \n",
              "1     Physically demanding work \\nIrregular hours \\n...   \n",
              "2     Seasonal nature of work \\nPhysically demanding...   \n",
              "3     High risk due to working in high-temperature c...   \n",
              "4     Emotional stress dealing with sick or dying an...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                Career Progression Path  \\\n",
              "0     Junior Irrigation Engineer \\nIrrigation Engine...   \n",
              "1     Assistant Farm Manager \\nFarm Manager \\nGenera...   \n",
              "2     Junior Sugar Technologist \\nSugar Technologist...   \n",
              "3     Boiling In-Charge \\nBoiling Manager \\nPlant Ma...   \n",
              "4     Junior Veterinarian \\nVeterinarian \\nSenior Ve...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                   Famous Personalities  \\\n",
              "0     Dr. Mihir Shah  \\nRajendra Singh  \\nAnupam Mis...   \n",
              "1     Verghese Kurien  \\nDr. A. S. Faroda  \\nDr. Man...   \n",
              "2                                                     -   \n",
              "3                                                     -   \n",
              "4     Dr. Vallabhbhai Kathiria  \\nDr. Pawan Kumar An...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                          Top Companies  \\\n",
              "0     Jain Irrigation Systems \\nNetafim Irrigation I...   \n",
              "1     Amul \\nVenkateshwara Hatcheries Pvt Ltd \\nSugu...   \n",
              "2     Balrampur Chini Mills Ltd \\nDhampur Sugar Mill...   \n",
              "3     Shree Renuka Sugars Ltd \\nBalrampur Chini Mill...   \n",
              "4     Indian Veterinary Research Institute \\nVeterin...   \n",
              "...                                                 ...   \n",
              "3864                                                  -   \n",
              "3865                                                  -   \n",
              "3866                                                  -   \n",
              "3867                                                  -   \n",
              "3868                                                  -   \n",
              "\n",
              "                                            Data Source  \n",
              "0     Michael Page Indian Salary Guide 2024 \\nEdumil...  \n",
              "1     Michael Page Indian Salary Guide 2024 \\nEdumil...  \n",
              "2             Michael Page Indian Salary Guide 2024 \\n-  \n",
              "3                                                     -  \n",
              "4     Michael Page Indian Salary Guide 2024 \\nEdumil...  \n",
              "...                                                 ...  \n",
              "3864                                                  -  \n",
              "3865                                                  -  \n",
              "3866                                                  -  \n",
              "3867                                                  -  \n",
              "3868                                                  -  \n",
              "\n",
              "[3869 rows x 28 columns]"
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Career Cluster</th>\n",
              "      <th>Career Path</th>\n",
              "      <th>Career Name</th>\n",
              "      <th>New Name</th>\n",
              "      <th>Prioritization</th>\n",
              "      <th>YT link 1 (Industry)</th>\n",
              "      <th>YT link 2 (Career)</th>\n",
              "      <th>SEO Status</th>\n",
              "      <th>Review Assigned to</th>\n",
              "      <th>Review Status</th>\n",
              "      <th>...</th>\n",
              "      <th>Expected Earnings</th>\n",
              "      <th>Top Colleges</th>\n",
              "      <th>Top Exams</th>\n",
              "      <th>Work Context</th>\n",
              "      <th>Strengths</th>\n",
              "      <th>Weaknesses</th>\n",
              "      <th>Career Progression Path</th>\n",
              "      <th>Famous Personalities</th>\n",
              "      <th>Top Companies</th>\n",
              "      <th>Data Source</th>\n",
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              "      <th>0</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Civil Engineer, Irrigation</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 300000 - 600000  /year \\nMid Lev...</td>\n",
              "      <td>Indian Institute of Technology (IIT) Bombay \\n...</td>\n",
              "      <td>Joint Entrance Examination (JEE) Advanced \\nBi...</td>\n",
              "      <td>Environment : Office setting with frequent sit...</td>\n",
              "      <td>High demand for skills \\nInvolvement in sustai...</td>\n",
              "      <td>High pressure \\nNeed for continuous learning \\...</td>\n",
              "      <td>Junior Irrigation Engineer \\nIrrigation Engine...</td>\n",
              "      <td>Dr. Mihir Shah  \\nRajendra Singh  \\nAnupam Mis...</td>\n",
              "      <td>Jain Irrigation Systems \\nNetafim Irrigation I...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\nEdumil...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>General Manager, Livestock Farm</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 300000 - 500000  /year \\nMid Lev...</td>\n",
              "      <td>Indian Veterinary Research Institute Bareilly ...</td>\n",
              "      <td>All India Pre-Veterinary Test (AIPVT) \\nIndian...</td>\n",
              "      <td>Environment : Farm setting often outdoors with...</td>\n",
              "      <td>Working with animals \\nInvolvement in food pro...</td>\n",
              "      <td>Physically demanding work \\nIrregular hours \\n...</td>\n",
              "      <td>Assistant Farm Manager \\nFarm Manager \\nGenera...</td>\n",
              "      <td>Verghese Kurien  \\nDr. A. S. Faroda  \\nDr. Man...</td>\n",
              "      <td>Amul \\nVenkateshwara Hatcheries Pvt Ltd \\nSugu...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\nEdumil...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Sugar Technologist</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 200000 - 400000  /year \\nMid Lev...</td>\n",
              "      <td>National Sugar Institute Kanpur \\nVasantdada S...</td>\n",
              "      <td>All India Common Entrance Test (AICET) \\n</td>\n",
              "      <td>Environment : Sugar mills and factories. \\nHou...</td>\n",
              "      <td>Unique career path with specialized skills \\nO...</td>\n",
              "      <td>Seasonal nature of work \\nPhysically demanding...</td>\n",
              "      <td>Junior Sugar Technologist \\nSugar Technologist...</td>\n",
              "      <td>-</td>\n",
              "      <td>Balrampur Chini Mills Ltd \\nDhampur Sugar Mill...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\n-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Boiling In-Charge</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 200000 - 300000  /year \\nMid Lev...</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>Environment : Industrial setting with exposure...</td>\n",
              "      <td>Essential role in the processing industry \\nOp...</td>\n",
              "      <td>High risk due to working in high-temperature c...</td>\n",
              "      <td>Boiling In-Charge \\nBoiling Manager \\nPlant Ma...</td>\n",
              "      <td>-</td>\n",
              "      <td>Shree Renuka Sugars Ltd \\nBalrampur Chini Mill...</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Veterinarian, General</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 250000 - 400000  /year \\nMid Lev...</td>\n",
              "      <td>Veterinary College Bangalore \\nBombay Veterina...</td>\n",
              "      <td>All India Pre-Veterinary Test (AIPVT) \\nIndian...</td>\n",
              "      <td>Environment : Veterinary clinics animal hospit...</td>\n",
              "      <td>Rewarding career helping animals \\nHigh demand...</td>\n",
              "      <td>Emotional stress dealing with sick or dying an...</td>\n",
              "      <td>Junior Veterinarian \\nVeterinarian \\nSenior Ve...</td>\n",
              "      <td>Dr. Vallabhbhai Kathiria  \\nDr. Pawan Kumar An...</td>\n",
              "      <td>Indian Veterinary Research Institute \\nVeterin...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\nEdumil...</td>\n",
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              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
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              "<p>3869 rows × 28 columns</p>\n",
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              "\n",
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              "\n",
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              "        box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
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              "    <button class=\"colab-df-generate\" onclick=\"generateWithVariable('df')\"\n",
              "            title=\"Generate code using this dataframe.\"\n",
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              "\n",
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              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      buttonEl.onclick = () => {\n",
              "        google.colab.notebook.generateWithVariable('df');\n",
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              "\n",
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            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df"
            }
          },
          "metadata": {},
          "execution_count": 11
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# prompt: df[\"Top Companies\"] to a excel sheet\n",
        "\n",
        "df.to_excel(\"Processed_3668_ncs_25nov_up1.xlsx\", index=False)"
      ],
      "metadata": {
        "id": "o-PDkThYmxNS"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 810
        },
        "id": "_fTn7rf2gqxl",
        "outputId": "fbfab7a5-6c02-4d70-d4b7-03a4e2e9d28d"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                          Career Cluster Career Path  \\\n",
              "0  Agriculture, Food & Natural Resources           -   \n",
              "1  Agriculture, Food & Natural Resources           -   \n",
              "2  Agriculture, Food & Natural Resources           -   \n",
              "3  Agriculture, Food & Natural Resources           -   \n",
              "4  Agriculture, Food & Natural Resources           -   \n",
              "\n",
              "                       Career Name New Name Prioritization  \\\n",
              "0       Civil Engineer, Irrigation        -              -   \n",
              "1  General Manager, Livestock Farm        -              -   \n",
              "2               Sugar Technologist        -              -   \n",
              "3                Boiling In-Charge        -              -   \n",
              "4            Veterinarian, General        -              -   \n",
              "\n",
              "  YT link 1 (Industry) YT link 2 (Career) SEO Status Review Assigned to  \\\n",
              "0                    -                  -          -                  -   \n",
              "1                    -                  -          -                  -   \n",
              "2                    -                  -          -                  -   \n",
              "3                    -                  -          -                  -   \n",
              "4                    -                  -          -                  -   \n",
              "\n",
              "  Review Status  ...                                  Expected Earnings  \\\n",
              "0             -  ...  Entry Level : 300000 - 600000  /year \\nMid Lev...   \n",
              "1             -  ...  Entry Level : 300000 - 500000  /year \\nMid Lev...   \n",
              "2             -  ...  Entry Level : 200000 - 400000  /year \\nMid Lev...   \n",
              "3             -  ...  Entry Level : 200000 - 300000  /year \\nMid Lev...   \n",
              "4             -  ...  Entry Level : 250000 - 400000  /year \\nMid Lev...   \n",
              "\n",
              "                                        Top Colleges  \\\n",
              "0  Indian Institute of Technology (IIT) Bombay \\n...   \n",
              "1  Indian Veterinary Research Institute Bareilly ...   \n",
              "2  National Sugar Institute Kanpur \\nVasantdada S...   \n",
              "3                                                  -   \n",
              "4  Veterinary College Bangalore \\nBombay Veterina...   \n",
              "\n",
              "                                           Top Exams  \\\n",
              "0  Joint Entrance Examination (JEE) Advanced \\nBi...   \n",
              "1  All India Pre-Veterinary Test (AIPVT) \\nIndian...   \n",
              "2          All India Common Entrance Test (AICET) \\n   \n",
              "3                                                  -   \n",
              "4  All India Pre-Veterinary Test (AIPVT) \\nIndian...   \n",
              "\n",
              "                                        Work Context  \\\n",
              "0  Environment : Office setting with frequent sit...   \n",
              "1  Environment : Farm setting often outdoors with...   \n",
              "2  Environment : Sugar mills and factories. \\nHou...   \n",
              "3  Environment : Industrial setting with exposure...   \n",
              "4  Environment : Veterinary clinics animal hospit...   \n",
              "\n",
              "                                           Strengths  \\\n",
              "0  High demand for skills \\nInvolvement in sustai...   \n",
              "1  Working with animals \\nInvolvement in food pro...   \n",
              "2  Unique career path with specialized skills \\nO...   \n",
              "3  Essential role in the processing industry \\nOp...   \n",
              "4  Rewarding career helping animals \\nHigh demand...   \n",
              "\n",
              "                                          Weaknesses  \\\n",
              "0  High pressure \\nNeed for continuous learning \\...   \n",
              "1  Physically demanding work \\nIrregular hours \\n...   \n",
              "2  Seasonal nature of work \\nPhysically demanding...   \n",
              "3  High risk due to working in high-temperature c...   \n",
              "4  Emotional stress dealing with sick or dying an...   \n",
              "\n",
              "                             Career Progression Path  \\\n",
              "0  Junior Irrigation Engineer \\nIrrigation Engine...   \n",
              "1  Assistant Farm Manager \\nFarm Manager \\nGenera...   \n",
              "2  Junior Sugar Technologist \\nSugar Technologist...   \n",
              "3  Boiling In-Charge \\nBoiling Manager \\nPlant Ma...   \n",
              "4  Junior Veterinarian \\nVeterinarian \\nSenior Ve...   \n",
              "\n",
              "                                Famous Personalities  \\\n",
              "0  Dr. Mihir Shah  \\nRajendra Singh  \\nAnupam Mis...   \n",
              "1  Verghese Kurien  \\nDr. A. S. Faroda  \\nDr. Man...   \n",
              "2                                                  -   \n",
              "3                                                  -   \n",
              "4  Dr. Vallabhbhai Kathiria  \\nDr. Pawan Kumar An...   \n",
              "\n",
              "                                       Top Companies  \\\n",
              "0  Jain Irrigation Systems \\nNetafim Irrigation I...   \n",
              "1  Amul \\nVenkateshwara Hatcheries Pvt Ltd \\nSugu...   \n",
              "2  Balrampur Chini Mills Ltd \\nDhampur Sugar Mill...   \n",
              "3  Shree Renuka Sugars Ltd \\nBalrampur Chini Mill...   \n",
              "4  Indian Veterinary Research Institute \\nVeterin...   \n",
              "\n",
              "                                         Data Source  \n",
              "0  Michael Page Indian Salary Guide 2024 \\nEdumil...  \n",
              "1  Michael Page Indian Salary Guide 2024 \\nEdumil...  \n",
              "2          Michael Page Indian Salary Guide 2024 \\n-  \n",
              "3                                                  -  \n",
              "4  Michael Page Indian Salary Guide 2024 \\nEdumil...  \n",
              "\n",
              "[5 rows x 28 columns]"
            ],
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Career Cluster</th>\n",
              "      <th>Career Path</th>\n",
              "      <th>Career Name</th>\n",
              "      <th>New Name</th>\n",
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              "      <th>SEO Status</th>\n",
              "      <th>Review Assigned to</th>\n",
              "      <th>Review Status</th>\n",
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              "      <th>Top Colleges</th>\n",
              "      <th>Top Exams</th>\n",
              "      <th>Work Context</th>\n",
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              "      <th>Career Progression Path</th>\n",
              "      <th>Famous Personalities</th>\n",
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              "      <th>0</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Civil Engineer, Irrigation</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
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              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 300000 - 600000  /year \\nMid Lev...</td>\n",
              "      <td>Indian Institute of Technology (IIT) Bombay \\n...</td>\n",
              "      <td>Joint Entrance Examination (JEE) Advanced \\nBi...</td>\n",
              "      <td>Environment : Office setting with frequent sit...</td>\n",
              "      <td>High demand for skills \\nInvolvement in sustai...</td>\n",
              "      <td>High pressure \\nNeed for continuous learning \\...</td>\n",
              "      <td>Junior Irrigation Engineer \\nIrrigation Engine...</td>\n",
              "      <td>Dr. Mihir Shah  \\nRajendra Singh  \\nAnupam Mis...</td>\n",
              "      <td>Jain Irrigation Systems \\nNetafim Irrigation I...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\nEdumil...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>General Manager, Livestock Farm</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 300000 - 500000  /year \\nMid Lev...</td>\n",
              "      <td>Indian Veterinary Research Institute Bareilly ...</td>\n",
              "      <td>All India Pre-Veterinary Test (AIPVT) \\nIndian...</td>\n",
              "      <td>Environment : Farm setting often outdoors with...</td>\n",
              "      <td>Working with animals \\nInvolvement in food pro...</td>\n",
              "      <td>Physically demanding work \\nIrregular hours \\n...</td>\n",
              "      <td>Assistant Farm Manager \\nFarm Manager \\nGenera...</td>\n",
              "      <td>Verghese Kurien  \\nDr. A. S. Faroda  \\nDr. Man...</td>\n",
              "      <td>Amul \\nVenkateshwara Hatcheries Pvt Ltd \\nSugu...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\nEdumil...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Sugar Technologist</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 200000 - 400000  /year \\nMid Lev...</td>\n",
              "      <td>National Sugar Institute Kanpur \\nVasantdada S...</td>\n",
              "      <td>All India Common Entrance Test (AICET) \\n</td>\n",
              "      <td>Environment : Sugar mills and factories. \\nHou...</td>\n",
              "      <td>Unique career path with specialized skills \\nO...</td>\n",
              "      <td>Seasonal nature of work \\nPhysically demanding...</td>\n",
              "      <td>Junior Sugar Technologist \\nSugar Technologist...</td>\n",
              "      <td>-</td>\n",
              "      <td>Balrampur Chini Mills Ltd \\nDhampur Sugar Mill...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\n-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Boiling In-Charge</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 200000 - 300000  /year \\nMid Lev...</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>Environment : Industrial setting with exposure...</td>\n",
              "      <td>Essential role in the processing industry \\nOp...</td>\n",
              "      <td>High risk due to working in high-temperature c...</td>\n",
              "      <td>Boiling In-Charge \\nBoiling Manager \\nPlant Ma...</td>\n",
              "      <td>-</td>\n",
              "      <td>Shree Renuka Sugars Ltd \\nBalrampur Chini Mill...</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Agriculture, Food &amp; Natural Resources</td>\n",
              "      <td>-</td>\n",
              "      <td>Veterinarian, General</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level : 250000 - 400000  /year \\nMid Lev...</td>\n",
              "      <td>Veterinary College Bangalore \\nBombay Veterina...</td>\n",
              "      <td>All India Pre-Veterinary Test (AIPVT) \\nIndian...</td>\n",
              "      <td>Environment : Veterinary clinics animal hospit...</td>\n",
              "      <td>Rewarding career helping animals \\nHigh demand...</td>\n",
              "      <td>Emotional stress dealing with sick or dying an...</td>\n",
              "      <td>Junior Veterinarian \\nVeterinarian \\nSenior Ve...</td>\n",
              "      <td>Dr. Vallabhbhai Kathiria  \\nDr. Pawan Kumar An...</td>\n",
              "      <td>Indian Veterinary Research Institute \\nVeterin...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024 \\nEdumil...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 28 columns</p>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-7b767f1a-4ae7-410a-89e3-8dc727a96332')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
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              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-7b767f1a-4ae7-410a-89e3-8dc727a96332 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-7b767f1a-4ae7-410a-89e3-8dc727a96332');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-e2b14d20-cd29-4293-b39d-7e34622f71e8\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-e2b14d20-cd29-4293-b39d-7e34622f71e8')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-e2b14d20-cd29-4293-b39d-7e34622f71e8 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "df"
            }
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df[\"Data Source\"]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 458
        },
        "id": "R6Unn241gqt8",
        "outputId": "816275e6-e6dc-47c7-dc9f-eb08c7f1c8cd"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0       Michael Page Indian Salary Guide 2024  ,\\n    ...\n",
              "1       Michael Page Indian Salary Guide 2024  ,\\n    ...\n",
              "2           Michael Page Indian Salary Guide 2024  ,\\n  -\n",
              "3                                                       -\n",
              "4       Michael Page Indian Salary Guide 2024  ,\\n  Ed...\n",
              "                              ...                        \n",
              "3664    Michael Page Indian Salary Guide 2024  ,\\n  Ed...\n",
              "3665                                                    -\n",
              "3666    Railway Recruitment Board (RRB)  ,\\n  National...\n",
              "3667                                                  NaN\n",
              "3668                                                  NaN\n",
              "Name: Data Source, Length: 3669, dtype: object"
            ],
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Data Source</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Michael Page Indian Salary Guide 2024  ,\\n    ...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Michael Page Indian Salary Guide 2024  ,\\n    ...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>Michael Page Indian Salary Guide 2024  ,\\n  -</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Michael Page Indian Salary Guide 2024  ,\\n  Ed...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3664</th>\n",
              "      <td>Michael Page Indian Salary Guide 2024  ,\\n  Ed...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3665</th>\n",
              "      <td>-</td>\n",
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              "    <tr>\n",
              "      <th>3666</th>\n",
              "      <td>Railway Recruitment Board (RRB)  ,\\n  National...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3667</th>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3668</th>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>3669 rows × 1 columns</p>\n",
              "</div><br><label><b>dtype:</b> object</label>"
            ]
          },
          "metadata": {},
          "execution_count": 4
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "import re\n",
        "import csv\n",
        "\n",
        "output_file = \"split_paths.csv\"\n",
        "\n",
        "# Open the file for writing and initialize CSV writer\n",
        "with open(output_file, mode='w', newline='', encoding='utf-8') as file:\n",
        "    writer = csv.writer(file)\n",
        "    # Write header row once\n",
        "    writer.writerow([f'Path {i + 1}' for i in range(4)])  # Assuming up to Path 4\n",
        "\n",
        "    # Process each row in the DataFrame\n",
        "    for index, input_content in enumerate(df[\"Education Path\"]):\n",
        "        # Check if input_content is a string before applying regex\n",
        "        if isinstance(input_content, str):\n",
        "            # Split content into paths using regex\n",
        "            paths = re.split(r'path\\d+-', input_content)\n",
        "            paths = [path.strip() for path in paths if path.strip()]  # Remove empty and whitespace-only entries\n",
        "        else:\n",
        "            # Handle non-string values (e.g., NaN) by assigning an empty list\n",
        "            paths = ['']  # or any other default value\n",
        "\n",
        "        # Ensure rows align with columns (pad with empty strings if necessary)\n",
        "        while len(paths) < 4:  # Adjust 4 to the maximum number of paths expected\n",
        "            paths.append('')\n",
        "\n",
        "        # Write content to CSV\n",
        "        writer.writerow(paths)\n",
        "\n",
        "print(f\"Paths successfully split and saved to '{output_file}'\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "rdgLRr1iu-9R",
        "outputId": "41d27a15-7a54-4ab6-cda3-92a211a07e7f"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "Paths successfully split and saved to 'split_paths.csv'\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df=pd.read_csv(\"/content/split_paths.csv\")"
      ],
      "metadata": {
        "id": "COqCwkXKwYEm"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 206
        },
        "id": "9V2mGz1Rwkq2",
        "outputId": "8baa702d-ef05-4cf3-e31d-aae1b7b71827"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "                                              Path 1  \\\n",
              "0  10th -  -\\n        12th -  Science (Maths)\\n  ...   \n",
              "1  10th -  -\\n        12th -  -\\n        ITI/Dipl...   \n",
              "2  10th -  -\\n    12th -  Science (Maths)\\n    IT...   \n",
              "3  10th -  -\\n    12th -  -\\n    ITI/Diploma -  D...   \n",
              "4  10th -  -\\n    12th -  Science (Biology)\\n    ...   \n",
              "\n",
              "                                              Path 2  \\\n",
              "0  10th -  -\\n        12th -  Science (Maths)\\n  ...   \n",
              "1  10th -  -\\n        12th -  -\\n        ITI/Dipl...   \n",
              "2                                                NaN   \n",
              "3                                                NaN   \n",
              "4  10th -  -\\n    12th -  Science (Biology)\\n    ...   \n",
              "\n",
              "                                              Path 3  \\\n",
              "0  10th -  -\\n        12th -  Science (Maths)\\n  ...   \n",
              "1  10th -  -\\n        12th -  -\\n        ITI/Dipl...   \n",
              "2                                                NaN   \n",
              "3                                                NaN   \n",
              "4                                                NaN   \n",
              "\n",
              "                                              Path 4  \n",
              "0  10th -  -\\n        ITI/Diploma - ITI in Civil ...  \n",
              "1  10th -  -\\n        ITI/Diploma - ITI in Animal...  \n",
              "2                                                NaN  \n",
              "3                                                NaN  \n",
              "4                                                NaN  "
            ],
            "text/html": [
              "\n",
              "  <div id=\"df-689b3379-6ba6-4f19-9d6e-d16f97ec8caf\" class=\"colab-df-container\">\n",
              "    <div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
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              "\n",
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              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-689b3379-6ba6-4f19-9d6e-d16f97ec8caf')\"\n",
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              "  <style>\n",
              "    .colab-df-container {\n",
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              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
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              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
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              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-689b3379-6ba6-4f19-9d6e-d16f97ec8caf button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-689b3379-6ba6-4f19-9d6e-d16f97ec8caf');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
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              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
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              "        element.appendChild(docLink);\n",
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              "    </g>\n",
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              "  </button>\n",
              "\n",
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              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
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              "      --hover-bg-color: #E2EBFA;\n",
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              "    height: 32px;\n",
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              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
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              "    background-color: var(--disabled-bg-color);\n",
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              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
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              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
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              "            'suggestCharts', [key], {});\n",
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              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
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              "    (() => {\n",
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            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
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              "summary": "{\n  \"name\": \"df\",\n  \"rows\": 3669,\n  \"fields\": [\n    {\n      \"column\": \"Path 1\",\n      \"properties\": {\n        \"dtype\": \"string\",\n        \"num_unique_values\": 3363,\n        \"samples\": [\n          \"10th -  -\\n    12th -  Any Stream\\n    UG -  BA/BSc/BCom (Any Specialization)\\n    PG -  MA/MSc/MCom (Any Specialization)\\n    Certification -  -\",\n          \"10th -  -\\n        12th -  -\\n        ITI/Diploma -  ITI in Electronics Mechanic\\n        UG -  -\\n        PG -  -\\n        Certification -  IPC-A-610 Certification for Acceptability of Electronic Assemblies\",\n          \"10th -  -\\n        ITI/Diploma -  ITI in Carpenter (Specialization: Reed Fitting)\\n        Certification -  Craftsmanship Certificate in Reed Fitting (Harmonium)\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Path 2\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 1728,\n        \"samples\": [\n          \"10th -  -\\n        12th -  Any Stream\\n        ITI/Diploma -  -\\n        UG -  Bachelor's Degree (Any Field)\\n        PG -  MBA (Specialization: Public Administration)\\n        Certification -  Executive Leadership Program, Certified Public Executive (CPE)\",\n          \"10th -  -\\n    12th -  -\\n    ITI/Diploma -  Diploma in Mechanical Engineering (Specialization: Machine Tools)\\n    UG -  -\\n    PG -  -\\n    Certification -  Certified Machine Operator\",\n          \"10th -  -\\n        12th -  Science (Biology)\\n        ITI/Diploma -  -\\n        UG -  B.Sc in Microbiology\\n        PG -  M.Sc in Microbiology\\n        Certification -  American Society of Clinical Pathology (ASCP) Certification\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Path 3\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 495,\n        \"samples\": [\n          \"10th -  -\\n        12th -  -\\n        ITI/Diploma -  -\\n        UG -  Bachelor's Degree in any field\\n        PG -  Master's Degree in Public Administration\\n        Certification -  Accredited Airport Executive (AAE) credential from AAAE\",\n          \"10th -  -\\n    12th -  Any Stream\\n    ITI/Diploma -  -\\n    UG -  Bachelor's in Visual Arts (Specialization: Painting, Sculpture, Printmaking)\\n    PG -  Master's in Visual Arts (Specialization: Painting, Sculpture, Printmaking)\\n    Certification -  Certified Professional Artist (CPA)\",\n          \"10th -  -\\n        ITI/Diploma -  -\\n        UG -  B.Tech in Mechanical Engineering or Metallurgical Engineering\\n        PG -  -\\n        Certification -  Safety certification, First Aid Certification\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"Path 4\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 167,\n        \"samples\": [\n          \"10th -  -\\n  ITI/Diploma - ITI in Foundryman\\n  12th -  -\\n  UG -  -\\n  PG -  -\\n  Certification -  -\",\n          \"10th -  -\\n        ITI/Diploma - ITI in Motor Mechanic Vehicle\\n        12th -  -\\n        UG -  -\\n        PG -  -\\n        Certification -  Automotive Service Excellence (ASE) Certification\",\n          \"10th -  -\\n  ITI/Diploma - ITI in Digital Marketing\\n  12th -  Commerce (Maths)\\n  UG -  BBA in Digital Marketing\\n  PG -  MBA in Digital Marketing\\n  Certification -  Google Ads Certification, Facebook Blueprint Certification, Bing Ads Accredited Professional\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
            }
          },
          "metadata": {},
          "execution_count": 12
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "df[\"Data Source\"][0]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 35
        },
        "id": "ofzJIsrBgqpz",
        "outputId": "78392edb-1ddc-4028-c7d1-74123eb8ce7d"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'Michael Page Indian Salary Guide 2024  ,\\n      Edumilestones Career Path'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# text = \"\"\"Wildlife Institute of India,\n",
        "#   Centre for Science and Environment,\n",
        "#   World Wide Fund for Nature India,\n",
        "#   The Energy and Resources Institute (TERI),\n",
        "#   National Environmental Engineering Research Institute (NEERI)\"\"\"\n",
        "for i in range(len(df[\"Data Source\"])):\n",
        "  text=df[\"Data Source\"][i]\n",
        "  if pd.notna(text):\n",
        "    cleaned_text = \"\\n\".join(line.lstrip() for line in text.split(\"\\n\"))\n",
        "    df[\"Data Source\"][i]=cleaned_text\n",
        "\n"
      ],
      "metadata": {
        "id": "Z9RmfXVPgql7"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "# prompt: df[\"Top Companies\"] to a excel sheet\n",
        "\n",
        "df[\"Data Source\"].to_excel(\"DataSource.xlsx\", index=False)"
      ],
      "metadata": {
        "id": "cCfhXG-VgqiU"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "df[\"Data Source\"].head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 241
        },
        "id": "KuprQpQBgqal",
        "outputId": "7140da1f-0ea7-464b-ef67-de81f36b1b72"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0    Michael Page Indian Salary Guide 2024  ,\\nEdum...\n",
              "1    Michael Page Indian Salary Guide 2024  ,\\nEdum...\n",
              "2          Michael Page Indian Salary Guide 2024  ,\\n-\n",
              "3                                                    -\n",
              "4    Michael Page Indian Salary Guide 2024  ,\\nEdum...\n",
              "Name: Data Source, dtype: object"
            ],
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              "</div><br><label><b>dtype:</b> object</label>"
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          "metadata": {},
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    {
      "cell_type": "code",
      "source": [
        "prod_data=pd.read_csv('/content/Production_College_Name.csv')\n",
        "dev_data=pd.read_csv('/content/Careers_ncs_3668 - Careers - NCS.csv')\n",
        "prod_data.head()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 313
        },
        "id": "dFIQwTY0PVxH",
        "outputId": "5c4e1096-e6a5-403e-fc88-9e4d7056cdad"
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      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
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            "text/plain": [
              "   InstituteID InstituteCode              InstituteName  InstituteTypeID  \\\n",
              "0           17            AM  Aligarh Muslim University                3   \n",
              "1           17            AM  Aligarh Muslim University                3   \n",
              "2           17            AM  Aligarh Muslim University                3   \n",
              "3           17            AM  Aligarh Muslim University                3   \n",
              "4           17            AM  Aligarh Muslim University                3   \n",
              "\n",
              "  InstituteType  CountryID CountryName  CountryID.1 CountryCode CountryName.1  \\\n",
              "0    University          1       India            1         IND         India   \n",
              "1    University          1       India            1         IND         India   \n",
              "2    University          1       India            1         IND         India   \n",
              "3    University          1       India            1         IND         India   \n",
              "4    University          1       India            1         IND         India   \n",
              "\n",
              "   StateID StateCode      StateName  CityID CityCode    CityName  \n",
              "0        1        AP  AndhraPradesh       1      VIZ       Vizag  \n",
              "1        2        TS      Telangana       2      HYD   Hyderabad  \n",
              "2        2        TS      Telangana       7      NLI  Not Listed  \n",
              "3       16       UTT  Uttar Pradesh      16      ALI     Aligarh  \n",
              "4       18       KAR      Karnataka      18      BAN   Bangalore  "
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              "      <td>1</td>\n",
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              "      <td>KAR</td>\n",
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            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe",
              "variable_name": "prod_data",
              "summary": "{\n  \"name\": \"prod_data\",\n  \"rows\": 30390,\n  \"fields\": [\n    {\n      \"column\": \"InstituteID\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 150,\n        \"min\": 17,\n        \"max\": 561,\n        \"num_unique_values\": 526,\n        \"samples\": [\n          345,\n          431,\n          23\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"InstituteCode\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 295,\n        \"samples\": [\n          \"VIG\",\n          \"Sik\",\n          \"Ame\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"InstituteName\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 526,\n        \"samples\": [\n          \"Christian Medical College\",\n          \"SRI CHAITANYA TECHNO SCHOOL\",\n          \"Birla Institute of Technology & Science, Pilani\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"InstituteTypeID\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0,\n        \"min\": 1,\n        \"max\": 4,\n        \"num_unique_values\": 4,\n        \"samples\": [\n          1,\n          2,\n          3\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"InstituteType\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 4,\n        \"samples\": [\n          \"School\",\n          \"College\",\n          \"University\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"CountryID\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0,\n        \"min\": 1,\n        \"max\": 5,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          5,\n          2,\n          3\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"CountryName\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 5,\n        \"samples\": [\n          \"Australia\",\n          \"Canada\",\n          \"United States of America\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"CountryID.1\",\n      \"properties\": {\n        \"dtype\": \"number\",\n        \"std\": 0,\n        \"min\": 1,\n        \"max\": 5,\n        \"num_unique_values\": 5,\n        \"samples\": [\n          5,\n          2,\n          3\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"CountryCode\",\n      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            }
          },
          "metadata": {},
          "execution_count": 51
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "prod_data['InstituteName']"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 458
        },
        "id": "Br3-bnm7QZxY",
        "outputId": "1fcd2e38-7428-43f1-a0ff-74661dcb17f9"
      },
      "execution_count": null,
      "outputs": [
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          "output_type": "execute_result",
          "data": {
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              "0             Vizag\n",
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              "            ...    \n",
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              "               InstituteName    CityName\n",
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              "summary": "{\n  \"name\": \"pairs\",\n  \"rows\": 30390,\n  \"fields\": [\n    {\n      \"column\": \"InstituteName\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 526,\n        \"samples\": [\n          \"Christian Medical College\",\n          \"SRI CHAITANYA TECHNO SCHOOL\",\n          \"Birla Institute of Technology & Science, Pilani\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    },\n    {\n      \"column\": \"CityName\",\n      \"properties\": {\n        \"dtype\": \"category\",\n        \"num_unique_values\": 178,\n        \"samples\": [\n          \"Kharagpur\",\n          \"Lucknow\",\n          \"Liverpool\"\n        ],\n        \"semantic_type\": \"\",\n        \"description\": \"\"\n      }\n    }\n  ]\n}"
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            "text/plain": [
              "                                Career Cluster  Career Path  \\\n",
              "3664  Transportation, Distribution & Logistics          NaN   \n",
              "3665  Transportation, Distribution & Logistics          NaN   \n",
              "3666  Transportation, Distribution & Logistics          NaN   \n",
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              "3668  Transportation, Distribution & Logistics          NaN   \n",
              "\n",
              "              Career Name  New Name  Prioritization  YT link 1 (Industry)  \\\n",
              "3664              Slinger       NaN             NaN                   NaN   \n",
              "3665        Cutter Driver       NaN             NaN                   NaN   \n",
              "3666  Head Train Recorder       NaN             NaN                   NaN   \n",
              "3667                  NaN       NaN             NaN                   NaN   \n",
              "3668                  NaN       NaN             NaN                   NaN   \n",
              "\n",
              "      YT link 2 (Career)  SEO Status  Review Assigned to  Review Status  ...  \\\n",
              "3664                 NaN         NaN                 NaN            NaN  ...   \n",
              "3665                 NaN         NaN                 NaN            NaN  ...   \n",
              "3666                 NaN         NaN                 NaN            NaN  ...   \n",
              "3667                 NaN         NaN                 NaN            NaN  ...   \n",
              "3668                 NaN         NaN                 NaN            NaN  ...   \n",
              "\n",
              "                                      Expected Earnings  \\\n",
              "3664  Entry Level  :   1,50,000 - 2,50,000 per year ...   \n",
              "3665  Entry Level  :     1,80,000 -   2,40,000 per y...   \n",
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              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                           Top Colleges  \\\n",
              "3664                                                  -   \n",
              "3665                                                  -   \n",
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              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                              Top Exams  \\\n",
              "3664                                                  -   \n",
              "3665                                                  -   \n",
              "3666  Railway Recruitment Board (RRB) Examination  ,...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                           Work Context  \\\n",
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              "3665  Environment  :   Factory or production line.  ...   \n",
              "3666  Environment  :   Office setting, railway contr...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                              Strengths  \\\n",
              "3664  High demand in construction sector  ,\\n  Provi...   \n",
              "3665  Stable employment  ,\\n  Opportunities for on-t...   \n",
              "3666  Involvement in crucial railway operations  ,\\n...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                             Weaknesses  \\\n",
              "3664  Physically demanding  ,\\n  Potential for worki...   \n",
              "3665  Physically demanding  ,\\n  Potential for injur...   \n",
              "3666  High pressure  ,\\n  Need for continuous learni...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                Career Progression Path  \\\n",
              "3664  Slinger  ,\\n  Senior Slinger  ,\\n  Crane Opera...   \n",
              "3665  Entry-Level Cutter Driver  ,\\n  Senior Cutter ...   \n",
              "3666  Train Recorder  ,\\n  Senior Train Recorder  ,\\...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                   Famous Personalities  \\\n",
              "3664                                                  -   \n",
              "3665                                                  -   \n",
              "3666  Ashwani Lohani (Former Chairman, Railway Board...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                          Top Companies  \\\n",
              "3664  Larsen &amp; Toubro  ,\\n  Tata Projects Limite...   \n",
              "3665  Tata Steel  ,\\n  Reliance Industries  ,\\n  Adi...   \n",
              "3666  Indian Railways  ,\\n  Delhi Metro Rail Corpora...   \n",
              "3667                                                NaN   \n",
              "3668                                                NaN   \n",
              "\n",
              "                                            Data Source  \n",
              "3664  Michael Page Indian Salary Guide 2024  ,\\n  Ed...  \n",
              "3665                                                  -  \n",
              "3666  Railway Recruitment Board (RRB)  ,\\n  National...  \n",
              "3667                                                NaN  \n",
              "3668                                                NaN  \n",
              "\n",
              "[5 rows x 25 columns]"
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Career Cluster</th>\n",
              "      <th>Career Path</th>\n",
              "      <th>Career Name</th>\n",
              "      <th>New Name</th>\n",
              "      <th>Prioritization</th>\n",
              "      <th>YT link 1 (Industry)</th>\n",
              "      <th>YT link 2 (Career)</th>\n",
              "      <th>SEO Status</th>\n",
              "      <th>Review Assigned to</th>\n",
              "      <th>Review Status</th>\n",
              "      <th>...</th>\n",
              "      <th>Expected Earnings</th>\n",
              "      <th>Top Colleges</th>\n",
              "      <th>Top Exams</th>\n",
              "      <th>Work Context</th>\n",
              "      <th>Strengths</th>\n",
              "      <th>Weaknesses</th>\n",
              "      <th>Career Progression Path</th>\n",
              "      <th>Famous Personalities</th>\n",
              "      <th>Top Companies</th>\n",
              "      <th>Data Source</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>3664</th>\n",
              "      <td>Transportation, Distribution &amp; Logistics</td>\n",
              "      <td>NaN</td>\n",
              "      <td>Slinger</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level  :   1,50,000 - 2,50,000 per year ...</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>Environment  :   Outdoor construction sites, p...</td>\n",
              "      <td>High demand in construction sector  ,\\n  Provi...</td>\n",
              "      <td>Physically demanding  ,\\n  Potential for worki...</td>\n",
              "      <td>Slinger  ,\\n  Senior Slinger  ,\\n  Crane Opera...</td>\n",
              "      <td>-</td>\n",
              "      <td>Larsen &amp;amp; Toubro  ,\\n  Tata Projects Limite...</td>\n",
              "      <td>Michael Page Indian Salary Guide 2024  ,\\n  Ed...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3665</th>\n",
              "      <td>Transportation, Distribution &amp; Logistics</td>\n",
              "      <td>NaN</td>\n",
              "      <td>Cutter Driver</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level  :     1,80,000 -   2,40,000 per y...</td>\n",
              "      <td>-</td>\n",
              "      <td>-</td>\n",
              "      <td>Environment  :   Factory or production line.  ...</td>\n",
              "      <td>Stable employment  ,\\n  Opportunities for on-t...</td>\n",
              "      <td>Physically demanding  ,\\n  Potential for injur...</td>\n",
              "      <td>Entry-Level Cutter Driver  ,\\n  Senior Cutter ...</td>\n",
              "      <td>-</td>\n",
              "      <td>Tata Steel  ,\\n  Reliance Industries  ,\\n  Adi...</td>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3666</th>\n",
              "      <td>Transportation, Distribution &amp; Logistics</td>\n",
              "      <td>NaN</td>\n",
              "      <td>Head Train Recorder</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>...</td>\n",
              "      <td>Entry Level  :     3,00,000 -   5,00,000 per y...</td>\n",
              "      <td>National Rail and Transportation Institute, Va...</td>\n",
              "      <td>Railway Recruitment Board (RRB) Examination  ,...</td>\n",
              "      <td>Environment  :   Office setting, railway contr...</td>\n",
              "      <td>Involvement in crucial railway operations  ,\\n...</td>\n",
              "      <td>High pressure  ,\\n  Need for continuous learni...</td>\n",
              "      <td>Train Recorder  ,\\n  Senior Train Recorder  ,\\...</td>\n",
              "      <td>Ashwani Lohani (Former Chairman, Railway Board...</td>\n",
              "      <td>Indian Railways  ,\\n  Delhi Metro Rail Corpora...</td>\n",
              "      <td>Railway Recruitment Board (RRB)  ,\\n  National...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3667</th>\n",
              "      <td>Transportation, Distribution &amp; Logistics</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3668</th>\n",
              "      <td>Transportation, Distribution &amp; Logistics</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>...</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>5 rows × 25 columns</p>\n",
              "</div>\n",
              "    <div class=\"colab-df-buttons\">\n",
              "\n",
              "  <div class=\"colab-df-container\">\n",
              "    <button class=\"colab-df-convert\" onclick=\"convertToInteractive('df-b03ef7d4-1431-4b03-9fda-57f58e32c749')\"\n",
              "            title=\"Convert this dataframe to an interactive table.\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "  <svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\" viewBox=\"0 -960 960 960\">\n",
              "    <path d=\"M120-120v-720h720v720H120Zm60-500h600v-160H180v160Zm220 220h160v-160H400v160Zm0 220h160v-160H400v160ZM180-400h160v-160H180v160Zm440 0h160v-160H620v160ZM180-180h160v-160H180v160Zm440 0h160v-160H620v160Z\"/>\n",
              "  </svg>\n",
              "    </button>\n",
              "\n",
              "  <style>\n",
              "    .colab-df-container {\n",
              "      display:flex;\n",
              "      gap: 12px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert {\n",
              "      background-color: #E8F0FE;\n",
              "      border: none;\n",
              "      border-radius: 50%;\n",
              "      cursor: pointer;\n",
              "      display: none;\n",
              "      fill: #1967D2;\n",
              "      height: 32px;\n",
              "      padding: 0 0 0 0;\n",
              "      width: 32px;\n",
              "    }\n",
              "\n",
              "    .colab-df-convert:hover {\n",
              "      background-color: #E2EBFA;\n",
              "      box-shadow: 0px 1px 2px rgba(60, 64, 67, 0.3), 0px 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "      fill: #174EA6;\n",
              "    }\n",
              "\n",
              "    .colab-df-buttons div {\n",
              "      margin-bottom: 4px;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert {\n",
              "      background-color: #3B4455;\n",
              "      fill: #D2E3FC;\n",
              "    }\n",
              "\n",
              "    [theme=dark] .colab-df-convert:hover {\n",
              "      background-color: #434B5C;\n",
              "      box-shadow: 0px 1px 3px 1px rgba(0, 0, 0, 0.15);\n",
              "      filter: drop-shadow(0px 1px 2px rgba(0, 0, 0, 0.3));\n",
              "      fill: #FFFFFF;\n",
              "    }\n",
              "  </style>\n",
              "\n",
              "    <script>\n",
              "      const buttonEl =\n",
              "        document.querySelector('#df-b03ef7d4-1431-4b03-9fda-57f58e32c749 button.colab-df-convert');\n",
              "      buttonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "\n",
              "      async function convertToInteractive(key) {\n",
              "        const element = document.querySelector('#df-b03ef7d4-1431-4b03-9fda-57f58e32c749');\n",
              "        const dataTable =\n",
              "          await google.colab.kernel.invokeFunction('convertToInteractive',\n",
              "                                                    [key], {});\n",
              "        if (!dataTable) return;\n",
              "\n",
              "        const docLinkHtml = 'Like what you see? Visit the ' +\n",
              "          '<a target=\"_blank\" href=https://colab.research.google.com/notebooks/data_table.ipynb>data table notebook</a>'\n",
              "          + ' to learn more about interactive tables.';\n",
              "        element.innerHTML = '';\n",
              "        dataTable['output_type'] = 'display_data';\n",
              "        await google.colab.output.renderOutput(dataTable, element);\n",
              "        const docLink = document.createElement('div');\n",
              "        docLink.innerHTML = docLinkHtml;\n",
              "        element.appendChild(docLink);\n",
              "      }\n",
              "    </script>\n",
              "  </div>\n",
              "\n",
              "\n",
              "<div id=\"df-cd1287f4-a438-4c85-a7c6-b23e0b5b08a4\">\n",
              "  <button class=\"colab-df-quickchart\" onclick=\"quickchart('df-cd1287f4-a438-4c85-a7c6-b23e0b5b08a4')\"\n",
              "            title=\"Suggest charts\"\n",
              "            style=\"display:none;\">\n",
              "\n",
              "<svg xmlns=\"http://www.w3.org/2000/svg\" height=\"24px\"viewBox=\"0 0 24 24\"\n",
              "     width=\"24px\">\n",
              "    <g>\n",
              "        <path d=\"M19 3H5c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h14c1.1 0 2-.9 2-2V5c0-1.1-.9-2-2-2zM9 17H7v-7h2v7zm4 0h-2V7h2v10zm4 0h-2v-4h2v4z\"/>\n",
              "    </g>\n",
              "</svg>\n",
              "  </button>\n",
              "\n",
              "<style>\n",
              "  .colab-df-quickchart {\n",
              "      --bg-color: #E8F0FE;\n",
              "      --fill-color: #1967D2;\n",
              "      --hover-bg-color: #E2EBFA;\n",
              "      --hover-fill-color: #174EA6;\n",
              "      --disabled-fill-color: #AAA;\n",
              "      --disabled-bg-color: #DDD;\n",
              "  }\n",
              "\n",
              "  [theme=dark] .colab-df-quickchart {\n",
              "      --bg-color: #3B4455;\n",
              "      --fill-color: #D2E3FC;\n",
              "      --hover-bg-color: #434B5C;\n",
              "      --hover-fill-color: #FFFFFF;\n",
              "      --disabled-bg-color: #3B4455;\n",
              "      --disabled-fill-color: #666;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart {\n",
              "    background-color: var(--bg-color);\n",
              "    border: none;\n",
              "    border-radius: 50%;\n",
              "    cursor: pointer;\n",
              "    display: none;\n",
              "    fill: var(--fill-color);\n",
              "    height: 32px;\n",
              "    padding: 0;\n",
              "    width: 32px;\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart:hover {\n",
              "    background-color: var(--hover-bg-color);\n",
              "    box-shadow: 0 1px 2px rgba(60, 64, 67, 0.3), 0 1px 3px 1px rgba(60, 64, 67, 0.15);\n",
              "    fill: var(--button-hover-fill-color);\n",
              "  }\n",
              "\n",
              "  .colab-df-quickchart-complete:disabled,\n",
              "  .colab-df-quickchart-complete:disabled:hover {\n",
              "    background-color: var(--disabled-bg-color);\n",
              "    fill: var(--disabled-fill-color);\n",
              "    box-shadow: none;\n",
              "  }\n",
              "\n",
              "  .colab-df-spinner {\n",
              "    border: 2px solid var(--fill-color);\n",
              "    border-color: transparent;\n",
              "    border-bottom-color: var(--fill-color);\n",
              "    animation:\n",
              "      spin 1s steps(1) infinite;\n",
              "  }\n",
              "\n",
              "  @keyframes spin {\n",
              "    0% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "      border-left-color: var(--fill-color);\n",
              "    }\n",
              "    20% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    30% {\n",
              "      border-color: transparent;\n",
              "      border-left-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    40% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-top-color: var(--fill-color);\n",
              "    }\n",
              "    60% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "    }\n",
              "    80% {\n",
              "      border-color: transparent;\n",
              "      border-right-color: var(--fill-color);\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "    90% {\n",
              "      border-color: transparent;\n",
              "      border-bottom-color: var(--fill-color);\n",
              "    }\n",
              "  }\n",
              "</style>\n",
              "\n",
              "  <script>\n",
              "    async function quickchart(key) {\n",
              "      const quickchartButtonEl =\n",
              "        document.querySelector('#' + key + ' button');\n",
              "      quickchartButtonEl.disabled = true;  // To prevent multiple clicks.\n",
              "      quickchartButtonEl.classList.add('colab-df-spinner');\n",
              "      try {\n",
              "        const charts = await google.colab.kernel.invokeFunction(\n",
              "            'suggestCharts', [key], {});\n",
              "      } catch (error) {\n",
              "        console.error('Error during call to suggestCharts:', error);\n",
              "      }\n",
              "      quickchartButtonEl.classList.remove('colab-df-spinner');\n",
              "      quickchartButtonEl.classList.add('colab-df-quickchart-complete');\n",
              "    }\n",
              "    (() => {\n",
              "      let quickchartButtonEl =\n",
              "        document.querySelector('#df-cd1287f4-a438-4c85-a7c6-b23e0b5b08a4 button');\n",
              "      quickchartButtonEl.style.display =\n",
              "        google.colab.kernel.accessAllowed ? 'block' : 'none';\n",
              "    })();\n",
              "  </script>\n",
              "</div>\n",
              "\n",
              "    </div>\n",
              "  </div>\n"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "dataframe"
            }
          },
          "metadata": {},
          "execution_count": 56
        }
      ]
    },
    {
      "cell_type": "markdown",
      "source": [],
      "metadata": {
        "id": "-auM8bm3CdwW"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "dev_college=dev_data['Top Colleges']"
      ],
      "metadata": {
        "id": "qw7yyNohB8Mv"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "dev_college.tail()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 241
        },
        "id": "RmOHTSyNCIRn",
        "outputId": "6644410a-531c-4873-f1d3-b68b97eed951"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "3664                                                    -\n",
              "3665                                                    -\n",
              "3666    National Rail and Transportation Institute, Va...\n",
              "3667                                                  NaN\n",
              "3668                                                  NaN\n",
              "Name: Top Colleges, dtype: object"
            ],
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
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              "    .dataframe tbody tr th {\n",
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              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
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              "<table border=\"1\" class=\"dataframe\">\n",
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              "      <th></th>\n",
              "      <th>Top Colleges</th>\n",
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              "    <tr>\n",
              "      <th>3664</th>\n",
              "      <td>-</td>\n",
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              "    <tr>\n",
              "      <th>3665</th>\n",
              "      <td>-</td>\n",
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              "      <th>3666</th>\n",
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              "      <th>3667</th>\n",
              "      <td>NaN</td>\n",
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              "    <tr>\n",
              "      <th>3668</th>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div><br><label><b>dtype:</b> object</label>"
            ]
          },
          "metadata": {},
          "execution_count": 58
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "dev_college[3667]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "zfgmJWPSCLDO",
        "outputId": "70f49e91-8532-49e0-e8e7-f04f6db0a6cc"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "nan"
            ]
          },
          "metadata": {},
          "execution_count": 59
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "dev_college"
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      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 458
        },
        "id": "oaO13Vf_dVyZ",
        "outputId": "145fdcac-09d4-4874-9902-eab709bbcac2"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0       Indian Institute of Technology (IIT), Bombay  ...\n",
              "1       Indian Veterinary Research Institute, Bareilly...\n",
              "2       National Sugar Institute, Kanpur  ,\\n  Vasantd...\n",
              "3                                                       -\n",
              "4       Veterinary College, Bangalore  ,\\n  Bombay Vet...\n",
              "                              ...                        \n",
              "3664                                                    -\n",
              "3665                                                    -\n",
              "3666    National Rail and Transportation Institute, Va...\n",
              "3667                                                  NaN\n",
              "3668                                                  NaN\n",
              "Name: Top Colleges, Length: 3669, dtype: object"
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              "      <td>Indian Veterinary Research Institute, Bareilly...</td>\n",
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              "      <td>National Sugar Institute, Kanpur  ,\\n  Vasantd...</td>\n",
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              "      <td>Veterinary College, Bangalore  ,\\n  Bombay Vet...</td>\n",
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              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3664</th>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3665</th>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3666</th>\n",
              "      <td>National Rail and Transportation Institute, Va...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3667</th>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3668</th>\n",
              "      <td>NaN</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>3669 rows × 1 columns</p>\n",
              "</div><br><label><b>dtype:</b> object</label>"
            ]
          },
          "metadata": {},
          "execution_count": 60
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "# dev_college.dropna(inplace=True)\n",
        "# dev_college.drop_duplicates(inplace=True)\n",
        "\n",
        "# # Filter out lines containing ':' or '-'\n",
        "# dev_college = dev_college[~dev_college.str.contains(':|-')]\n",
        "\n",
        "# # Reset index if needed\n",
        "# dev_college.reset_index(drop=True, inplace=True)"
      ],
      "metadata": {
        "id": "FkRtxjbMOX8W"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "cleaned_colleges[24]"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 36
        },
        "id": "JqcPeo_6dAli",
        "outputId": "6df79ad3-4005-4241-ec42-889313fa3a4c"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'Madras Veterinary College, Tamil Nadu Veterinary and Animal Sciences University, Chennai, Tamil Nadu  ,'"
            ],
            "application/vnd.google.colaboratory.intrinsic+json": {
              "type": "string"
            }
          },
          "metadata": {},
          "execution_count": 62
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "cleaned_colleges=[ ]\n",
        "for i in range(len(dev_college)):\n",
        "  # Check if the value is a string before splitting\n",
        "  if isinstance(dev_college[i], str):\n",
        "    # Split the string by commas and strip extra whitespace\n",
        "    colleges = [college.strip() for college in dev_college[i].split('\\n') if college.strip() !='-']\n",
        "    cleaned_colleges.extend(colleges)\n",
        "    # Print each college name separately\n",
        "    for college in colleges:\n",
        "      print(college)\n",
        "  else:\n",
        "    # Handle non-string values (e.g., print a message or skip)\n",
        "    print(f\"Skipping row {i} due to non-string value: {dev_college[i]}\")\n",
        "\n",
        "df = pd.DataFrame(cleaned_colleges, columns=[\"College Name\"])\n",
        "\n",
        "# Write the DataFrame to a CSV file\n",
        "output_file = \"cleaned_colleges.csv\"\n",
        "df.to_csv(output_file, index=False)\n",
        "\n",
        "print(f\"Cleaned college names have been written to {output_file}.\")"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "P25ZTU_0LjNF",
        "outputId": "b2d27b3d-6bb8-4785-ac9f-99454b50e177"
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
            "Shri Lal Bahadur Shastri Rashtriya Sanskrit Vidyapeetha, New Delhi  ,\n",
            "Rashtriya Sanskrit Sansthan, New Delhi  ,\n",
            "Maharishi Sandipani Rashtriya Ved Vidya Pratishthan, Ujjain  ,\n",
            "Sampurnanand Sanskrit Vishwavidyalaya, Varanasi\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, University of Delhi  ,\n",
            "Department of Social Work, Jamia Millia Islamia, New Delhi  ,\n",
            "Loyola College of Social Sciences, Thiruvananthapuram  ,\n",
            "Madras School of Social Work, Chennai\n",
            "National Institute of Mental Health and Neuro Sciences (NIMHANS), Bangalore  ,\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Calcutta, Kolkata\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "S.P. Jain Institute of Management and Research (SPJIMR), Mumbai\n",
            "Jawaharlal Nehru University (JNU), Delhi  ,\n",
            "University of Delhi, Delhi  ,\n",
            "English and Foreign Languages University (EFLU), Hyderabad  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Pune, Pune\n",
            "University of Delhi, Delhi  ,\n",
            "Loyola College, Chennai  ,\n",
            "St. Xavier's College, Mumbai  ,\n",
            "Christ University, Bangalore  ,\n",
            "Presidency College, Kolkata\n",
            "Delhi University, Delhi  ,\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Christ University, Bangalore  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "Amity University, Noida\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, Delhi  ,\n",
            "Christ University, Bangalore  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Department of Social Work, University of Delhi, Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Xavier Labour Relations Institute (XLRI), Jamshedpur  ,\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Management Development Institute (MDI), Gurgaon  ,\n",
            "Symbiosis Institute of Business Management (SIBM), Pune\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, University of Delhi  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Department of Social Work, Jamia Millia Islamia, New Delhi  ,\n",
            "Department of Social Work, Christ (Deemed to be University), Bangalore\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Christ University, Bangalore  ,\n",
            "Amity University, Noida  ,\n",
            "Delhi University, Delhi  ,\n",
            "Bangalore University, Bangalore\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Xavier Labour Relations Institute (XLRI), Jamshedpur  ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune  ,\n",
            "Indian Institute of Social Welfare and Business Management (IISWBM), Kolkata  ,\n",
            "Institute of Social Studies Trust (ISST), New Delhi\n",
            "All India Institute of Physical Medicine and Rehabilitation, Mumbai  ,\n",
            "National Institute of Mental Health and Neurosciences, Bangalore  ,\n",
            "Tata Institute of Social Sciences, Mumbai  ,\n",
            "Indian Institute of Counselling, New Delhi  ,\n",
            "Christ University, Bangalore\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, Delhi  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Rajagiri College of Social Sciences, Kochi  ,\n",
            "Loyola College, Chennai\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, University of Delhi  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Bangalore University, Bangalore  ,\n",
            "SNDT Women's University, Mumbai\n",
            "Lakme Academy, New Delhi  ,\n",
            "VLCC Institute of Beauty &amp; Nutrition, New Delhi  ,\n",
            "Pearl Academy, Mumbai  ,\n",
            "Orane International School of Beauty and Wellness, Chandigarh  ,\n",
            "LTA School of Beauty, Mumbai\n",
            "VLCC Institute of Beauty &amp; Nutrition  ,\n",
            "Pearl Academy  ,\n",
            "Lakme Academy  ,\n",
            "Jawed Habib Hair &amp; Beauty Academy  ,\n",
            "Shahnaz Husain International Beauty Academy\n",
            "VLCC Institute, Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Lakmé Academy, Mumbai  ,\n",
            "Shahnaz Husain International Beauty Academy, Delhi  ,\n",
            "Orane International School of Beauty and Wellness, Chandigarh\n",
            "Indira Gandhi National Open University (IGNOU)  ,\n",
            "National Institute of Open Schooling (NIOS) -\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Christ University, Bangalore  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Delhi, Delhi\n",
            "University of Delhi, Delhi  ,\n",
            "Jawaharlal Nehru University, New Delhi  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "University of Hyderabad, Hyderabad  ,\n",
            "Jamia Millia Islamia, New Delhi\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "National Institute of Design, Ahmedabad  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, University of Delhi, Delhi  ,\n",
            "Department of Social Work, Jamia Millia Islamia, New Delhi  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Department of Social Work, Christ (Deemed to be University), Bangalore\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "St. Stephen's College, Delhi  ,\n",
            "Loyola College, Chennai  ,\n",
            "Christ University, Bangalore  ,\n",
            "Bishop Heber College, Tiruchirappalli  ,\n",
            "St. Xavier's College, Mumbai\n",
            "Film and Television Institute of India, Pune  ,\n",
            "Satyajit Ray Film and Television Institute, Kolkata  ,\n",
            "National Institute of Film and Fine Arts, Kolkata  ,\n",
            "Xavier Institute of Communications, Mumbai  ,\n",
            "Asian Academy of Film &amp; Television, Noida\n",
            "Gemological Institute of India (GII), Mumbai  ,\n",
            "Indian Institute of Gemology, Delhi  ,\n",
            "Gem and Jewellery Trade Council of India (GJTCI), Ahmedabad\n",
            "Indian Institute of Handloom Technology, Varanasi ,\n",
            "Indian Institute of Handloom Technology, Salem ,\n",
            "Indian Institute of Handloom Technology, Bargarh ,\n",
            "Institute of Handloom and Textile Technology, Guwahati ,\n",
            "Handloom and Textile Technology Institute, Agartala\n",
            "National Institute of Retail Management, Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Prin. L.N. Welingkar Institute of Management Development &amp; Research, Mumbai  ,\n",
            "Indira Gandhi National Open University (IGNOU), Delhi\n",
            "Skipping row 1485 due to non-string value: nan\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay\n",
            "Environment  :   Office setting, often in tech parks or corporate offices.  ,\n",
            "Hours  :   Standard office hours, with occasional overtime or weekends depending on project deadlines.  ,\n",
            "Interaction  :   Regular interaction with team members, project managers, clients, and senior management.  ,\n",
            "Travel  :   Occasional travel for client meetings, conferences, and site visits.  ,\n",
            "Remote Work  :   Opportunities for remote work or flexible work arrangements.  ,\n",
            "Job Opportunities  :   High demand across various industries, including IT services, telecommunications, finance, and e-commerce.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with evolving technologies and industry trends.\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian School of Business (ISB), Hyderabad\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Netaji Subhas University of Technology (NSUT), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Delhi Technological University (DTU), Delhi\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya Technological University (VTU), Belgaum\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Delhi ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani ,\n",
            "National Institute of Technology (NIT), Trichy ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Industrial Design Centre (IDC), IIT Bombay  ,\n",
            "Department of Design (DoD), IIT Guwahati  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Delhi Technological University (DTU), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Remote Sensing, Dehradun  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Birla Institute of Technology, Mesra  ,\n",
            "Anna University, Chennai  ,\n",
            "Osmania University, Hyderabad\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Gurgaon  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Hyderabad\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "State Polytechnics across India\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "SRM Institute of Science and Technology, Chennai  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "National Institute of Electronics and Information Technology (NIELIT), Delhi  ,\n",
            "Indira Gandhi National Open University (IGNOU), Delhi  ,\n",
            "Sikkim Manipal University (SMU), Gangtok  ,\n",
            "Amity University, Noida  ,\n",
            "Lovely Professional University (LPU), Jalandhar\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Indira Gandhi National Open University (IGNOU)  ,\n",
            "University of Delhi  ,\n",
            "University of Madras  ,\n",
            "University of Calcutta  ,\n",
            "Savitribai Phule Pune University\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Indian Institute of Technology (IIT), Roorkee\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "SRM Institute of Science and Technology, Chennai\n",
            "Netaji Subhas Institute of Technology, Delhi  ,\n",
            "Symbiosis Institute of Telecom Management, Pune  ,\n",
            "BMS Institute of Technology and Management, Bangalore\n",
            "Delhi Technological University, Delhi  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Kanpur\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "PSG College of Technology, Coimbatore  ,\n",
            "Manipal Institute of Technology, Manipal\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Netaji Subhas University of Technology (NSUT), Delhi\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "-  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Statistical Institute, Kolkata  ,\n",
            "Delhi University, Delhi  ,\n",
            "Christ University, Bangalore  ,\n",
            "Loyola College, Chennai  ,\n",
            "St. Xavier’s College, Mumbai\n",
            "Ignou, Delhi  ,\n",
            "University of Mysore, Mysuru  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "University of Calcutta, Kolkata\n",
            "Institute of Chartered IT Professionals, Mumbai  ,\n",
            "National Institute of Electronics and Information Technology, Delhi  ,\n",
            "Indian School of Business Management and Administration, Mumbai  ,\n",
            "Institute of Computer and Business Management School of Business Excellence, Hyderabad  ,\n",
            "Symbiosis Centre for Distance Learning, Pune\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "SRM Institute of Science and Technology, Chennai\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Central Polytechnic College, Chennai  ,\n",
            "Govind Ballabh Pant Polytechnic, Lucknow  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Birla Institute of Technology, Mesra  ,\n",
            "Indian Institute of Technology (IIT), Gandhinagar\n",
            "Gujarat Forensic Sciences University, Gandhinagar  ,\n",
            "Amity Institute of Forensic Sciences, Noida  ,\n",
            "Lok Nayak Jayaprakash Narayan National Institute of Criminology and Forensic Science, Delhi  ,\n",
            "Dr. Bhimrao Ambedkar University, Agra  ,\n",
            "Osmania University, Hyderabad\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "University of Delhi, Delhi  ,\n",
            "University of Madras, Chennai  ,\n",
            "University of Lucknow, Lucknow  ,\n",
            "University of Calcutta, Kolkata\n",
            "Faculty of Law, University of Delhi, Delhi  ,\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "Symbiosis Law School, Pune  ,\n",
            "National Law University (NLU), Jodhpur  ,\n",
            "National Law Institute University (NLIU), Bhopal\n",
            "National Law School of India University, Bangalore  ,\n",
            "National Law University, Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Indian Institute of Technology Kharagpur (Law School)  ,\n",
            "Jindal Global Law School, Sonipat\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "National Academy of Legal Studies and Research (NALSAR), Hyderabad  ,\n",
            "Indian Law Institute (ILI), New Delhi  ,\n",
            "West Bengal National University of Juridical Sciences (NUJS), Kolkata\n",
            "National Law School of India University, Bangalore\n",
            "National Law University, Delhi\n",
            "NALSAR University of Law, Hyderabad\n",
            "Symbiosis Law School, Pune\n",
            "Faculty of Law, University of Delhi, Delhi\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Symbiosis Law School (SLS), Pune  ,\n",
            "Faculty of Law, University of Delhi, Delhi\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "National Academy of Legal Studies and Research (NALSAR), Hyderabad  ,\n",
            "West Bengal National University of Juridical Sciences (WBNUJS), Kolkata  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "Nalsar University of Law, Hyderabad  ,\n",
            "Symbiosis Law School, Pune  ,\n",
            "West Bengal National University of Juridical Sciences (WBNUJS), Kolkata\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "Nalsar University of Law, Hyderabad  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar  ,\n",
            "Symbiosis Law School (SLS), Pune\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Indian Institute of Technology Kharagpur (IIT Kharagpur) - Rajiv Gandhi School of Intellectual Property Law  ,\n",
            "The West Bengal National University of Juridical Sciences (NUJS), Kolkata\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore - For Corporate Law  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar\n",
            "National Law School of India University, Bangalore  ,\n",
            "Faculty of Law, University of Delhi, Delhi  ,\n",
            "National Law University, Delhi  ,\n",
            "Symbiosis Law School, Pune  ,\n",
            "Faculty of Law, Banaras Hindu University, Varanasi\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "Nalsar University of Law, Hyderabad  ,\n",
            "West Bengal National University of Juridical Sciences (NUJS), Kolkata  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar\n",
            "The Solicitor General of India must have a degree in law. Various colleges across India offer law degrees like National Law School of India University (NLSIU), Bangalore; National Academy of Legal Studies and Research (NALSAR), Hyderabad; Faculty of Law, University of Delhi, Delhi.\n",
            "Lok Nayak Jayaprakash Narayan National Institute of Criminology and Forensic Science, Delhi  ,\n",
            "Gujarat Forensic Sciences University, Gandhinagar  ,\n",
            "Amity Institute of Forensic Sciences, Noida  ,\n",
            "Osmania University, Hyderabad  ,\n",
            "University of Madras, Chennai\n",
            "Union Public Service Commission (UPSC) Examination  ,\n",
            "State Level Police Recruitment Board (SLPRB) Examination\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Faculty of Law, University of Delhi  ,\n",
            "Symbiosis Law School, Pune\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "National Law University (NLU), Jodhpur  ,\n",
            "Faculty of Law, University of Delhi, Delhi\n",
            "Environment  :   Workshop or laboratory setting.  ,\n",
            "Hours  :   Standard office hours with potential overtime during peak periods.  ,\n",
            "Interaction  :   Limited interaction, mostly with supervisors and team members.  ,\n",
            "Travel  :   Minimal travel, mostly for training or industry events.  ,\n",
            "Remote Work  :   Limited opportunities due to the hands-on nature of the work.  ,\n",
            "Job Opportunities  :   Mostly in the gemstone and jewelry industry.  ,\n",
            "Learning Curve  :   Steep learning curve due to the precision and skill required.\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "R. V. College of Engineering (RVCE), Bangalore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Guwahati\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "R. V. College of Engineering (RVCE), Bangalore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Guwahati\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Birla Institute of Technology, Mesra  ,\n",
            "Indian Institute of Technology (IIT), Gandhinagar\n",
            "National Fire Service College, Nagpur  ,\n",
            "Institute of Fire Safety and Disaster Management Studies, New Delhi  ,\n",
            "Sardar Patel College of Engineering, Mumbai  ,\n",
            "College of Fire Technology, Gujarat  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun\n",
            "National Institute of Fire Engineering and Safety Management (NIFSM), Jaipur  ,\n",
            "Institute of Fire Engineers (IFE), New Delhi  ,\n",
            "National Institute of Occupational Safety and Health (NIOSH), Kolkata  ,\n",
            "Fire and Safety Forum, Kochi  ,\n",
            "Central Labour Institute, Mumbai\n",
            "Amity Institute of Forensic Sciences, Noida  ,\n",
            "LNJN National Institute of Criminology and Forensic Science, Delhi  ,\n",
            "Institute of Forensic Science, Mumbai  ,\n",
            "Gujarat Forensic Sciences University, Gandhinagar  ,\n",
            "Lok Nayak Jayaprakash Narayan National Institute of Criminology and Forensic Science, New Delhi\n",
            "Amity Institute of Forensic Sciences, Noida  ,\n",
            "Lovely Professional University, Jalandhar  ,\n",
            "Osmania University, Hyderabad  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Gujarat Forensic Sciences University, Gandhinagar\n",
            "Indian Maritime University, Chennai  ,\n",
            "National Academy of Customs, Indirect Taxes and Narcotics (NACIN), Faridabad  ,\n",
            "-,\n",
            "-,\n",
            "National Law School of India University, Bangalore  ,\n",
            "National Law University, Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "The West Bengal National University of Juridical Sciences, Kolkata  ,\n",
            "Gujarat National Law University, Gandhinagar\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "National Academy of Legal Studies and Research (NALSAR), Hyderabad  ,\n",
            "Faculty of Law, University of Delhi, Delhi  ,\n",
            "Symbiosis Law School (SLS), Pune\n",
            "National Law School of India University, Bangalore\n",
            ",\n",
            "National Law University, Delhi\n",
            ",\n",
            "Gujarat National Law University, Gandhinagar\n",
            ",\n",
            "Rajiv Gandhi National University of Law, Punjab\n",
            ",\n",
            "National Law University, Jodhpur\n",
            "Common Law Admission Test (CLAT)  ,\n",
            "All India Law Entrance Test (AILET)  ,\n",
            "Law School Admission Test (LSAT) India  ,\n",
            "State Judicial Service Examination\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Indian Law Institute (ILI), New Delhi  ,\n",
            "Faculty of Law, University of Delhi\n",
            "National Industrial Security Academy (NISA), Hyderabad  ,\n",
            "Sardar Vallabhbhai Patel National Police Academy, Hyderabad  ,\n",
            "Central Detective Training School (CDTS), Ghaziabad  ,\n",
            "Central Detective Training Institute (CDTI), Kolkata  ,\n",
            "Indira Gandhi National Open University (IGNOU), New Delhi\n",
            "Indira Gandhi National Open University (IGNOU), Delhi  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Annamalai University, Tamil Nadu  ,\n",
            "National Institute of Criminology and Forensic Science, Delhi  ,\n",
            "Gujarat Forensic Sciences University, Gandhinagar\n",
            "All India Institute of Medical Sciences (AIIMS), New Delhi  ,\n",
            "Maulana Azad Medical College, New Delhi  ,\n",
            "Armed Forces Medical College (AFMC), Pune  ,\n",
            "Grant Medical College, Mumbai  ,\n",
            "King George's Medical University, Lucknow\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Academy of Legal Studies and Research (NALSAR), Hyderabad  ,\n",
            "Faculty of Law, University of Delhi, Delhi  ,\n",
            "Symbiosis Law School, Pune  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar\n",
            "National Fire Service College (NFSC), Nagpur  ,\n",
            "Institute of Fire Engineering and Safety Management (NIFS), Visakhapatnam  ,\n",
            "Institute of Fire Safety and Disaster Management Studies, Pune  ,\n",
            "International Institute of Industrial Safety Management (IIISM), Bangalore  ,\n",
            "Institute of Fire and Safety Engineering (IFSE), Nagpur\n",
            "National Fire Service College, Nagpur  ,\n",
            "Institute of Fire Engineering &amp; Safety Management, Jaipur  ,\n",
            "College of Fire Technology, Ahmedabad  ,\n",
            "Institute of Fire Safety Management, Dehradun  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun\n",
            "National Fire Service College, Nagpur  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Institute of Fire Engineering and Safety Management (IFESM), Nagpur  ,\n",
            "Annamalai University, Tamil Nadu  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun\n",
            "National Fire Service College, Nagpur ,\n",
            "Institute of Fire Engineering and Safety Management, Vishakhapatnam ,\n",
            "College of Fire Technology, Ahmedabad ,\n",
            "University of Petroleum and Energy Studies, Dehradun ,\n",
            "International Institute of Industrial Safety Management, Bangalore\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Academy of Legal Studies and Research (NALSAR), Hyderabad  ,\n",
            "The West Bengal National University of Juridical Sciences (NUJS), Kolkata  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "National Law University (NLU), Jodhpur\n",
            "National Law School of India University, Bangalore  ,\n",
            "Faculty of Law, University of Delhi, Delhi  ,\n",
            "National Law University, Bhopal  ,\n",
            "National Law University, Jodhpur  ,\n",
            "Symbiosis Law School, Pune\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Christ University, Bangalore  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Jamia Millia Islamia, New Delhi\n",
            "Wildlife Institute of India, Dehradun  ,\n",
            "National Centre for Biological Sciences, Bangalore  ,\n",
            "Indian Institute of Science, Bangalore  ,\n",
            "Indian Institute of Forest Management, Bhopal  ,\n",
            "Amity Institute of Wildlife Sciences, Noida\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "Nalsar University of Law, Hyderabad  ,\n",
            "Indian Law Institute, New Delhi  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "Nalsar University of Law, Hyderabad  ,\n",
            "Rajiv Gandhi School of Intellectual Property Law (RGSOIPL), IIT Kharagpur  ,\n",
            "Jindal Global Law School (JGLS), Sonipat\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Academy of Legal Studies and Research (NALSAR), Hyderabad  ,\n",
            "Faculty of Law, University of Delhi  ,\n",
            "ILS Law College, Pune  ,\n",
            "Symbiosis Law School (SLS), Pune\n",
            "National Law School of India University (NLSIU), Bangalore  ,\n",
            "National Law University (NLU), Delhi  ,\n",
            "Gujarat National Law University (GNLU), Gandhinagar  ,\n",
            "NALSAR University of Law, Hyderabad  ,\n",
            "Faculty of Law, University of Delhi, Delhi\n",
            "Sardar Patel University of Police, Security and Criminal Justice, Jodhpur  ,\n",
            "Raksha Shakti University, Ahmedabad  ,\n",
            "National Institute of Criminology and Forensic Science, New Delhi  ,\n",
            "Indira Gandhi National Open University (IGNOU), New Delhi  ,\n",
            "Amity University, Noida\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "JD Institute of Fashion Technology, Bangalore  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "Amity School of Fashion Technology, Noida\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Indian Institute of Art and Design (IIAD), Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "College of Engineering Pune (COEP)  ,\n",
            "Jadavpur University, Kolkata\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Jamia Hamdard, New Delhi  ,\n",
            "Panjab University, Chandigarh  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Birla Institute of Technology &amp; Science (BITS), Pilani  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Industrial Design Centre (IDC), IIT Bombay  ,\n",
            "Department of Design (DoD), IIT Guwahati  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore  ,\n",
            "MIT Institute of Design, Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "National Institute of Technical Teachers Training and Research, Chandigarh  ,\n",
            "National Institute of Foundry and Forge Technology, Ranchi\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Central Tool Room and Training Centre, Bhubaneswar  ,\n",
            "Indo Swiss Training Centre, Chandigarh  ,\n",
            "Tool Room and Training Centre, Guwahati  ,\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "National Institute of Tool Engineering, Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "S. P. Jain Institute of Management and Research (SPJIMR), Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "SP Jain Institute of Management and Research, Mumbai  ,\n",
            "XLRI Xavier School of Management, Jamshedpur  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Bhabha Atomic Research Centre (BARC) Training School  ,\n",
            "Homi Bhabha National Institute (HBNI), Mumbai  ,\n",
            "Jawaharlal Nehru Technological University (JNTU), Hyderabad  ,\n",
            "National Institute of Technology (NIT), Rourkela\n",
            "Industrial Training Institutes (ITI) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "National Institute of Technical Teachers Training and Research, Chandigarh  ,\n",
            "National Institute of Foundry and Forge Technology, Ranchi\n",
            "Environment  :   Industrial setting, including workshops, factories, fabrication yards, and on-site installations.  ,\n",
            "Hours  :   Standard work hours, with potential overtime for project deadlines.  ,\n",
            "Interaction  :   Regular interaction with other welders, technicians, and supervisors.  ,\n",
            "Travel  :   Travel may be required for on-site installations or repairs.  ,\n",
            "Remote Work  :   - ,\n",
            "Job Opportunities  :   Opportunities available in sectors like construction, automotive, shipbuilding, and manufacturing.  ,\n",
            "Learning Curve  :   Continuous learning to upgrade welding skills and stay updated with safety standards.\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Don Bosco Technical Institute, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Meerabai Polytechnic for Women, Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "College of Engineering (COEP), Pune\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian Institute of Engineering Science and Technology (IIEST), Shibpur  ,\n",
            "Birla Institute of Technology (BIT) Mesra, Ranchi\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Raipur  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Management (IIM), Bangalore\n",
            "Bhabha Atomic Research Centre (BARC), Mumbai  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Jawaharlal Nehru Technological University (JNTU), Hyderabad  ,\n",
            "Aligarh Muslim University (AMU), Aligarh  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Bhabha Atomic Research Centre (BARC), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Manipal Institute of Technology (MIT), Manipal  ,\n",
            "Veltech Dr. RR &amp; Dr. SR University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Pandit Deendayal Petroleum University, Gandhinagar  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology, Amethi  ,\n",
            "University of Petroleum and Energy Studies, Dehradun\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Hyderabad\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Indian Institute of Art and Design (IIAD), Delhi\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Management (IIM), Ahmedabad\n",
            "-'\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Indian Institute of Art and Design (IIAD), Delhi\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Indian Institute of Fashion Technology (IIFT), Bangalore\n",
            "Government Institute of Printing Technology, Secunderabad  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Southern Regional Institute of Printing Technology, Chennai  ,\n",
            "West Bengal Council of Technical Education, Kolkata  ,\n",
            "Maharashtra State Institute of Printing Technology, Pune\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Veermata Jijabai Technological Institute (VJTI), Mumbai  ,\n",
            "PSG College of Technology, Coimbatore  ,\n",
            "Bannari Amman Institute of Technology (BIT), Erode\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Pearl Academy, New Delhi  ,\n",
            "JD Institute of Fashion Technology, Bangalore  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "Symbiosis Institute of Design, Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Management (IIM), Ahmedabad\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "Kumaraguru College of Technology (KCT), Coimbatore  ,\n",
            "PSG College of Technology, Coimbatore\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Amity School of Fashion Technology, Noida  ,\n",
            "International Institute of Fashion Design (INIFD), Chandigarh  ,\n",
            "National Institute of Design (NID), Ahmedabad\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Industrial Design Centre (IDC), IIT Bombay  ,\n",
            "Department of Design (DoD), IIT Guwahati  ,\n",
            "MIT Institute of Design, Pune  ,\n",
            "DSK International Campus, Pune\n",
            "Indian Institute of Technology (IIT), Bombay,\n",
            "Indian Institute of Technology (IIT), Madras,\n",
            "National Institute of Technology (NIT), Trichy,\n",
            "Indian Institute of Technology (IIT), Roorkee,\n",
            "National Institute of Technology (NIT), Jaipur\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Manipal Institute of Technology (MIT), Manipal  ,\n",
            "Visvesvaraya Technological University (VTU), Belgaum\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "College of Engineering, Pune  ,\n",
            "Manipal Institute of Technology, Manipal\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Management Development Institute (MDI), Gurgaon  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Institute of Industrial Design, Bangalore  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "National Institute of Design, Ahmedabad  ,\n",
            "-,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "-  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "- ,\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Advanced Training Institute (ATI), Mumbai  ,\n",
            "Advanced Training Institute (ATI), Chennai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "XLRI Xavier School of Management, Jamshedpur  ,\n",
            "SP Jain Institute of Management and Research, Mumbai\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Central Tool Room &amp; Training Centre (CTTC), Bhubaneswar  ,\n",
            "Indo German Tool Room (IGTR), Ahmedabad  ,\n",
            "Indo Danish Tool Room (IDTR), Jamshedpur  ,\n",
            "Tool Room &amp; Training Centre (TRTC), Delhi  ,\n",
            "Central Institute of Tool Design (CITD), Hyderabad\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "Indo Danish Tool Room, Jamshedpur  ,\n",
            "Indo German Tool Room, Ahmedabad  ,\n",
            "Central Tool Room &amp; Training Centre, Bhubaneswar  ,\n",
            "Central Tool Room, Ludhiana\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Industrial Training Institute (ITI), Delhi,\n",
            "Industrial Training Institute (ITI), Pune,\n",
            "Industrial Training Institute (ITI), Chennai,\n",
            "Industrial Training Institute (ITI), Ahmedabad,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Various locations  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Industrial Training Institutes (ITI) across India  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Environment  :   Industrial or factory setting.  ,\n",
            "Hours  :   Shift work, including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal to none.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Available in various industries, including manufacturing, construction, and automotive.  ,\n",
            "Learning Curve  :   On-the-job training is common in this role.\n",
            "Indian Institute of Technology (IIT), Varanasi  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "Anna University, Chennai  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "University of Calcutta, Kolkata\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "ITI Berhampur, Odisha  ,\n",
            "ITI Cuttack, Odisha  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "MS University, Baroda  ,\n",
            "Don Bosco Technical Institute, Mumbai\n",
            "ITI institutes across India  ,\n",
            "Polytechnic colleges across India\n",
            "Involvement in product creation ,\n",
            "Practical, hands-on work ,\n",
            "Opportunities for skill development ,\n",
            "High demand in certain industries\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Packaging, Mumbai  ,\n",
            "SIES School of Packaging, Mumbai  ,\n",
            "University of Mysore, Mysore  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Manipal University, Manipal\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Laxminarayan Institute of Technology (LIT), Nagpur  ,\n",
            "University of Mumbai, Department of Chemical Technology (UDCT)  ,\n",
            "Harcourt Butler Technical University (HBTU), Kanpur\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Anna University, Chennai  ,\n",
            "Institute of Printing Technology, Chennai  ,\n",
            "Maharashtra Institute of Printing Technology, Pune\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Don Bosco Institute of Technology, Mumbai  ,\n",
            "Government Polytechnic, Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "College of Engineering (COEP), Pune\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic Colleges across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Polytechnic Colleges, Various Locations\n",
            "Environment  :   Warehouse or stock yard setting.  ,\n",
            "Hours  :   Standard office hours, with potential for overtime during peak seasons.  ,\n",
            "Interaction  :   Regular interaction with warehouse staff, management, and vendors.  ,\n",
            "Travel  :   Minimal travel, mostly within the premises of the warehouse or stock yard.  ,\n",
            "Remote Work  :   Limited to no remote work opportunities.  ,\n",
            "Job Opportunities  :   Opportunities in various industries that require warehousing and inventory management, such as manufacturing, retail, and logistics.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with best practices in warehouse management and safety regulations.\n",
            "Industrial Training Institutes (ITIs) across India - offering courses in Welding Technology\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "National Institute of Technology, Rourkela  ,\n",
            "Anna University, Chennai  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "Birla Institute of Technology, Mesra\n",
            "Central Glass and Ceramic Research Institute (CGCRI), Kolkata  ,\n",
            "Indian Ceramic Society  ,\n",
            "Indian Institute of Technology (IIT), BHU  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Vocational Training Institutes\n",
            "Indian Institute of Technology (IIT), Bombay,\n",
            "Indian Institute of Technology (IIT), Madras,\n",
            "National Institute of Technology (NIT), Trichy,\n",
            "Birla Institute of Technology and Science (BITS), Pilani,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "University of Allahabad, Allahabad  ,\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Central Pulp and Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "National Institute of Technology (NIT), Calicut\n",
            "Industrial Training Institutes (Across India)\n",
            "Central Tool Room and Training Center, Bhubaneswar  ,\n",
            "Indo Danish Tool Room, Jamshedpur  ,\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "Indo German Tool Room, Ahmedabad  ,\n",
            "Tool Room and Training Center, Guwahati\n",
            "Indo Danish Tool Room, Jamshedpur  ,\n",
            "Central Tool Room &amp; Training Centre, Bhubaneswar  ,\n",
            "Indo German Tool Room, Ahmedabad  ,\n",
            "Tool Room &amp; Training Centre, Guwahati  ,\n",
            "Central Tool Room, Ludhiana\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Don Bosco Technical Institute, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Meerabai Polytechnic for Women, Delhi\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnics offering Diploma in Power Plant Engineering\n",
            "Forest Research Institute, Dehradun  ,\n",
            "University of Agricultural Sciences, Bangalore  ,\n",
            "Kerala Agricultural University, Thrissur  ,\n",
            "Tamil Nadu Agricultural University, Coimbatore  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Delhi ,\n",
            "Indian Institute of Technology (IIT), Madras ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Varanasi  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "Anna University, Chennai  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "University of Calcutta, Kolkata\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Central Tool Room and Training Center, Bhubaneswar  ,\n",
            "Indo Danish Tool Room, Jamshedpur  ,\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "Indo German Tool Room, Ahmedabad  ,\n",
            "Netaji Subhas-Indian Institute of Skill (NS-IIS), Kolkata\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "S. H. Jondhale Polytechnic, Thane  ,\n",
            "Bhagwant University, Ajmer  ,\n",
            "Baba Saheb Ambedkar Polytechnic, Delhi\n",
            "Environment  :   Workshop setting, often noisy and potentially hazardous.  ,\n",
            "Hours  :   Standard workshop hours, with potential overtime to meet project deadlines.  ,\n",
            "Interaction  :   Regular interaction with other craftsmen, engineers, and supervisors.  ,\n",
            "Travel  :   Minimal travel, mostly job-based.  ,\n",
            "Remote Work  :   Not applicable, as physical presence is required for the job.  ,\n",
            "Job Opportunities  :   Demand in sectors like automotive, aerospace, shipbuilding, and machinery manufacturing.  ,\n",
            "Learning Curve  :   Continuous learning and upgrading skills is important due to evolving technologies.\n",
            "ITI, Mumbai  ,\n",
            "ITI, Delhi  ,\n",
            "ITI, Chennai  ,\n",
            "ITI, Kolkata  ,\n",
            "ITI, Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Central Glass and Ceramic Research Institute, Kolkata  ,\n",
            "Indian Institute of Technology (IIT), Varanasi  ,\n",
            "Anna University, Chennai\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "S H Jondhale Polytechnic, Thane  ,\n",
            "V.P.M’s Polytechnic, Thane  ,\n",
            "Government Polytechnic, Pune\n",
            "Environment  :   Workshop or lab setting, often in manufacturing plants or research facilities.  ,\n",
            "Hours  :   Standard work hours, with potential overtime to meet project deadlines.  ,\n",
            "Interaction  :   Regular interaction with engineers, scientists, and other technicians.  ,\n",
            "Travel  :   Minimal travel, mostly for training or industry conferences.  ,\n",
            "Remote Work  :   Limited remote work opportunities, as most work requires hands-on fabrication and testing.  ,\n",
            "Job Opportunities  :   Demand in industries like manufacturing, healthcare, education, and research.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with new techniques and technologies.\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Kolkata  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Institute of Business Management (SIBM), Pune\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "ITI Berhampur, Odisha  ,\n",
            "ITI Cuttack, Odisha  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "MS University, Baroda  ,\n",
            "Don Bosco Technical Institute, Mumbai\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Packaging, Mumbai  ,\n",
            "SIES School of Packaging, Mumbai  ,\n",
            "University of Mysore, Mysore  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Manipal University, Manipal\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Laxminarayan Institute of Technology (LIT), Nagpur  ,\n",
            "University of Mumbai, Department of Chemical Technology (UDCT)  ,\n",
            "Harcourt Butler Technical University (HBTU), Kanpur\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Anna University, Chennai  ,\n",
            "Institute of Printing Technology, Chennai  ,\n",
            "Maharashtra Institute of Printing Technology, Pune\n",
            "Central Mechanical Engineering Research Institute, Durgapur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology, Mesra  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Indian Institute of Technology (IIT), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic Colleges across India\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Polytechnic Colleges, Various Locations\n",
            "Environment  :   Warehouse or stock yard setting.  ,\n",
            "Hours  :   Standard office hours, with potential for overtime during peak seasons.  ,\n",
            "Interaction  :   Regular interaction with warehouse staff, management, and vendors.  ,\n",
            "Travel  :   Minimal travel, mostly within the premises of the warehouse or stock yard.  ,\n",
            "Remote Work  :   Limited to no remote work opportunities.  ,\n",
            "Job Opportunities  :   Opportunities in various industries that require warehousing and inventory management, such as manufacturing, retail, and logistics.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with best practices in warehouse management and safety regulations.\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "National Institute of Technology, Rourkela  ,\n",
            "Anna University, Chennai  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "Birla Institute of Technology, Mesra\n",
            "Central Glass and Ceramic Research Institute (CGCRI), Kolkata  ,\n",
            "Indian Ceramic Society  ,\n",
            "Indian Institute of Technology (IIT), BHU  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Vocational Training Institutes\n",
            "Indian Institute of Technology (IIT), Bombay,\n",
            "Indian Institute of Technology (IIT), Madras,\n",
            "National Institute of Technology (NIT), Trichy,\n",
            "Birla Institute of Technology and Science (BITS), Pilani,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "University of Mumbai, Mumbai  ,\n",
            "University of Calcutta, Kolkata  ,\n",
            "Forest Research Institute (FRI), Dehradun\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "National Institute of Technology (NIT), Calicut\n",
            "Central Tool Room and Training Centre, Bhubaneswar  ,\n",
            "Indo Swiss Training Centre, Chandigarh  ,\n",
            "Tool Room and Training Centre, Guwahati  ,\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "National Institute of Tool Engineering, Mumbai\n",
            "Central Tool Room and Training Center, Bhubaneswar  ,\n",
            "Indo Danish Tool Room, Jamshedpur  ,\n",
            "Central Institute of Tool Design, Hyderabad  ,\n",
            "Indo German Tool Room, Ahmedabad  ,\n",
            "Tool Room and Training Center, Guwahati\n",
            "Indo Danish Tool Room, Jamshedpur  ,\n",
            "Central Tool Room &amp; Training Centre, Bhubaneswar  ,\n",
            "Indo German Tool Room, Ahmedabad  ,\n",
            "Tool Room &amp; Training Centre, Guwahati  ,\n",
            "Central Tool Room, Ludhiana\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnics offering Diploma in Power Plant Engineering\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Ahmedabad  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Environment  :   Cleanroom setting in a manufacturing facility.  ,\n",
            "Hours  :   Shift work, including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal to none.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Available in semiconductor manufacturing companies.  ,\n",
            "Learning Curve  :   On-the-job training provided for machine operation and maintenance.\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnics across India\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Management (IIM), Lucknow  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Ahmedabad  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (Across India)  ,\n",
            "State Polytechnic Colleges (Across India)\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnics across India\n",
            "National Power Training Institute (NPTI), Faridabad  ,\n",
            "National Institute of Wind Energy (NIWE), Chennai  ,\n",
            "Institute of Solar Technology, West Bengal  ,\n",
            "Amity University, Uttar Pradesh  ,\n",
            "TERI School of Advanced Studies, New Delhi\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "National Institute of Fire Engineering &amp; Safety Management (NIFS), Visakhapatnam  ,\n",
            "Institute of Fire Engineering &amp; Safety Management (IFSM), Nagpur  ,\n",
            "R. L. Institute of Nautical Sciences (RLINS), Madurai  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "National Institute of Disaster Management (NIDM), New Delhi\n",
            "Industrial Training Institutes (ITI) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Environment  :   Workshops, factories, and laboratories.  ,\n",
            "Hours  :   Standard office hours, with occasional overtime or weekends depending on workload.  ,\n",
            "Interaction  :   Regular interaction with engineers, other technicians, and clients.  ,\n",
            "Travel  :   Minimal travel, mostly for on-site repair tasks.  ,\n",
            "Remote Work  :   Limited opportunities for remote work.  ,\n",
            "Job Opportunities  :   High demand across various industries, including electronics manufacturing, telecommunications, and consumer electronics.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with evolving technologies and industry trends.\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya Technological University (VTU), Karnataka  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Anna University, Chennai\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "SRM Institute of Science and Technology, Chennai\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Arena Animation  ,\n",
            "Maya Academy of Advanced Cinematics (MAAC)  ,\n",
            "Whistling Woods International, Mumbai  ,\n",
            "Zee Institute of Creative Art (ZICA)\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Gemological Institute of America (GIA), Mumbai  ,\n",
            "International Gemological Institute (IGI), Mumbai  ,\n",
            "Indian Institute of Gemology, New Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Symbiosis Institute of Design (SID), Pune\n",
            "Gemological Institute of India (GII), Mumbai  ,\n",
            "Indian Institute of Gems &amp; Jewellery (IIGJ), Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Art and Design (IIAD), New Delhi  ,\n",
            "\"Jewellery Design &amp; Technology Institute (JDTI), Noida\"\n",
            "Gemological Institute of America (GIA), Mumbai  ,\n",
            "Indian Institute of Gems &amp; Jewellery (IIGJ), Mumbai  ,\n",
            "Gemological Institute of India (GII), Mumbai  ,\n",
            "Indian Diamond Institute (IDI), Surat  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi\n",
            "Indian Institute of Gems &amp; Jewellery, Mumbai  ,\n",
            "National Institute of Design, Ahmedabad  ,\n",
            "National Institute of Fashion Technology, New Delhi  ,\n",
            "S.N.D.T Women's University, Mumbai\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Birla Institute of Technology, Mesra, Ranchi  ,\n",
            "Anna University, Chennai\n",
            "Sir J.J School of Art, Mumbai  ,\n",
            "Faculty of Fine Arts, MS University, Baroda  ,\n",
            "College of Art, New Delhi  ,\n",
            "Karnataka Chitrakala Parishath, Bangalore  ,\n",
            "Banaras Hindu University, Varanasi\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "National Institute of Fashion Technology (NIFT), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Leather Products (IILP), Chennai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "International Institute of Fashion Design (INIFD), Chandigarh\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Anna University, Chennai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "-  ,\n",
            "Skipping row 2043 due to non-string value: nan\n",
            "Industrial Training Institute (ITI), various locations across India\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Leather Research Institute, Chennai\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Anna University, Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Central Institute of Plastics Engineering and Technology (CIPET), Chennai  ,\n",
            "Central Institute of Plastics Engineering and Technology (CIPET), Bhubaneswar  ,\n",
            "Central Institute of Plastics Engineering and Technology (CIPET), Jaipur  ,\n",
            "Central Institute of Plastics Engineering and Technology (CIPET), Lucknow  ,\n",
            "Central Institute of Plastics Engineering and Technology (CIPET), Ahmedabad\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Central Footwear Training Institute (CFTI), Chennai\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Footwear Design &amp; Development Institute, Noida  ,\n",
            "National Institute of Fashion Technology, Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Anna University, Chennai\n",
            "Footwear Design and Development Institute (FDDI)  ,\n",
            "National Institute of Fashion Technology (NIFT)  ,\n",
            "Central Footwear Training Institute (CFTI)  ,\n",
            "Indian Institute of Crafts and Design (IICD)\n",
            "Footwear Design &amp; Development Institute (FDDI)  ,\n",
            "Central Footwear Training Institute (CFTI)\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Footwear Design and Development Institute, Noida  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "National Institute of Fashion Technology, Chennai\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Footwear Design and Development Institute, Noida  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "National Institute of Fashion Technology, Chennai\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Footwear Design &amp; Development Institute (FDDI), Noida  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Anna University, Chennai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "Government Leather Institute, Agra\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), Bangalore\n",
            "Indian School of Mines, Dhanbad  ,\n",
            "National Institute of Technology (NIT), Raipur  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "- ,\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "College of Engineering, Pune  ,\n",
            "BMS College of Engineering, Bangalore\n",
            "Indian Institute of Technology (IIT), Kharagpur,\n",
            "National Institute of Technology (NIT), Raipur,\n",
            "Indian School of Mines (ISM), Dhanbad,\n",
            "Birla Institute of Technology (BIT), Mesra,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Ahmedabad\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Raipur  ,\n",
            "Malaviya National Institute of Technology (MNIT), Jaipur\n",
            "Indian Institute of Technology (IIT), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai  ,\n",
            "Osmania University, Hyderabad\n",
            "Hands-on work  ,\n",
            "High demand in stone processing industries  ,\n",
            "Opportunities for overtime\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Raipur  ,\n",
            "Birla Institute of Technology (BIT), Sindri  ,\n",
            "Government Engineering College, Bilaspur\n",
            "Directorate General of Mining Safety, Dhanbad\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Government Polytechnic Mumbai  ,\n",
            "R. V. College of Engineering, Bangalore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Materials Management, Navi Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Institute of International Business, Pune  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Management (IIM), Ahmedabad\n",
            "Hindustan Institute of Engineering Technology, Chennai  ,\n",
            "Indian Institute of Aeronautics, Patna  ,\n",
            "Rajiv Gandhi Aviation Academy, Secunderabad  ,\n",
            "Indian Institute of Aeronautical Engineering &amp; Information Technology, Pune  ,\n",
            "Indian Institute for Aeronautical Engineering &amp; Information Technology, Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Industrial Training Institutes (ITI)  ,\n",
            "Polytechnic Colleges\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "All India Trade Test for Craftsmen Training Scheme  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET) Joint Entrance Exam\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Institute of Packaging (IIP), Mumbai  ,\n",
            "National Institute of Plastic Engineering and Technology (NIPET), Bhopal\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Central Institute of Petrochemicals Engineering &amp; Technology (CIPET), Bhubaneswar  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Jaipur  ,\n",
            "Central Institute of Petrochemicals Engineering &amp; Technology (CIPET), Lucknow  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Ahmedabad\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Jamia Hamdard, New Delhi  ,\n",
            "Panjab University, Chandigarh  ,\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "Birla Institute of Technology &amp; Science, Pilani  ,\n",
            "National Institute of Pharmaceutical Education and Research, Mohali\n",
            "National Institute of Industrial Engineering, Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Indian Institute of Packaging, Mumbai  ,\n",
            "Central Food Technological Research Institute, Mysore  ,\n",
            "National Institute of Food Technology Entrepreneurship and Management, Sonepat  ,\n",
            "-  ,\n",
            "National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Sonepat  ,\n",
            "Central Food Technological Research Institute (CFTRI), Mysuru  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Indian Institute of Crop Processing Technology (IICPT), Thanjavur\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Uttar Pradesh  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gujarat  ,\n",
            "Indian Institute of Petroleum and Energy (IIPE), Visakhapatnam  ,\n",
            "Aligarh Muslim University (AMU), Aligarh\n",
            "Central Glass and Ceramic Research Institute, Kolkata  ,\n",
            "Indian Ceramic Society, Kolkata  ,\n",
            "The All India Glass Manufacturers’ Federation, Kolkata\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Central Glass and Ceramic Research Institute (CGCRI), Kolkata  ,\n",
            "Indian Institute of Ceramics, Kolkata  ,\n",
            "Anna University (Department of Ceramic Technology), Chennai  ,\n",
            "Institute of Minerals and Materials Technology (IMMT), Bhubaneswar  ,\n",
            "Andhra University (Department of Chemical Engineering), Visakhapatnam\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Central Glass and Ceramic Research Institute (CGCRI), Kolkata\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Central Glass and Ceramic Research Institute (CGCRI), Kolkata  ,\n",
            "Indian Institute of Ceramics, Kolkata  ,\n",
            "MSME Development Institute, Agra\n",
            "Environment  :   Manufacturing unit or workshop setting.  ,\n",
            "Hours  :   Standard working hours, may include weekends.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal to no travel.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Opportunities available in agarbatti manufacturing units and workshops.  ,\n",
            "Learning Curve  :   On-the-job training provided for machine operation and maintenance.\n",
            "Government Polytechnic College, Ahmedabad  ,\n",
            "Government Polytechnic College, Jodhpur\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "PDA College of Engineering, Gulbarga  ,\n",
            "Government College of Engineering and Ceramic Technology, Kolkata  ,\n",
            "Andhra University, Vishakhapatnam  ,\n",
            "IIT (BHU), Varanasi  ,\n",
            "Aligarh Muslim University, Aligarh\n",
            "Creative satisfaction  ,\n",
            "Flexibility in work hours  ,\n",
            "Opportunity to be self-employed  ,\n",
            "Growing market for sustainable furniture\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Art and Design (IIAD), New Delhi  ,\n",
            "Pearl Academy, Mumbai  ,\n",
            "Arch College of Design and Business, Jaipur  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bengaluru\n",
            "Indian Institute of Carpet Technology, Bhadohi  ,\n",
            "National Institute of Fashion Technology, Delhi  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Veermata Jijabai Technological Institute, Mumbai  ,\n",
            "Bannari Amman Institute of Technology, Sathyamangalam\n",
            "Central Institute of Technology, Coorg  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Dayalbagh Educational Institute, Agra  ,\n",
            "Shri Bhagubhai Mafatlal Polytechnic, Mumbai  ,\n",
            "Bharati Vidyapeeth College of Architecture, Pune\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "Government Institute of Printing Technology, Secunderabad  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Southern Regional Institute of Printing Technology, Chennai  ,\n",
            "West Bengal Council of Technical Education, Kolkata  ,\n",
            "Maharashtra State Institute of Printing Technology, Pune\n",
            "Environment :   Office setting and production floor. ,\n",
            "Hours :   Standard office hours, with occasional overtime depending on production schedules. ,\n",
            "Interaction :   Regular interaction with quality control staff, management, and production staff. ,\n",
            "Travel :   Minimal travel, mostly for training or conferences. ,\n",
            "Remote Work :   Limited opportunities for remote work. ,\n",
            "Job Opportunities :   High demand across various industries, including manufacturing, food processing, pharmaceuticals, and automotive. ,\n",
            "Learning Curve :   Continuous learning to keep up with evolving industry standards and regulations.\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Forest Research Institute (FRI), Dehradun  ,\n",
            "South India Paper Mills - Paper Technology Center\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Carpet Technology (IICT), Bhadohi  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Northern India Institute of Fashion Technology (NIIFT), Mohali\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar\n",
            "Indian Institute of Petroleum and Energy, Visakhapatnam  ,\n",
            "Pandit Deendayal Petroleum University, Gandhinagar  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology, Amethi  ,\n",
            "University of Petroleum and Energy Studies, Dehradun  ,\n",
            "Maharashtra Institute of Technology, Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "S H Jondhale Polytechnic, Thane  ,\n",
            "Veermata Jijabai Technological Institute (VJTI), Mumbai  ,\n",
            "Government Polytechnic, Pune\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "High pressure  ,\n",
            "Shift-based work  ,\n",
            "Potential for long hours  ,\n",
            "Risk of exposure to hazardous materials\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "SRM Institute of Science and Technology, Chennai\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "National Skill Training Institute (NSTI), Kolkata  ,\n",
            "National Skill Training Institute (NSTI), Mumbai  ,\n",
            "National Skill Training Institute (NSTI), Chennai  ,\n",
            "National Skill Training Institute (NSTI), Bangalore\n",
            "ITI Delhi  ,\n",
            "ITI Mumbai  ,\n",
            "ITI Kolkata  ,\n",
            "ITI Chennai  ,\n",
            "ITI Bangalore\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic Colleges across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Jamshedpur  ,\n",
            "Jadavpur University, Kolkata\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian Institute of Engineering Science and Technology (IIEST), Shibpur  ,\n",
            "College of Engineering (COE), Pune\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Government Industrial Training Institute, Chennai  ,\n",
            "Government Industrial Training Institute, Kolkata  ,\n",
            "Industrial Training Institute, Delhi  ,\n",
            "Government Industrial Training Institute, Bangalore\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Community colleges offering diplomas in Electrical Engineering\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institute (ITI), Ludhiana  ,\n",
            "Industrial Training Institute (ITI), Jaipur  ,\n",
            "Industrial Training Institute (ITI), Aurangabad  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Ahmedabad\n",
            "Environment  :   Manufacturing plants and workshops.  ,\n",
            "Hours  :   Shift work, including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal travel, mostly on-site work.  ,\n",
            "Remote Work  :   Not applicable for this role.  ,\n",
            "Job Opportunities  :   High demand in manufacturing, automotive, and construction sectors.  ,\n",
            "Learning Curve  :   On-the-job training is common, with continuous learning to keep up with new machines and techniques.\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Data Source  :   -\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Central Tool Room and Training Centre (CTTC), Bhubaneswar  ,\n",
            "Indo German Tool Room (IGTR), Ahmedabad  ,\n",
            "Tool Room and Training Centre (TRTC), Guwahati  ,\n",
            "Indo German Tool Room (IGTR), Aurangabad  ,\n",
            "Central Tool Room (CTR), Ludhiana\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Christian Medical College (CMC), Vellore  ,\n",
            "Armed Forces Medical College (AFMC), Pune  ,\n",
            "Maulana Azad Medical College (MAMC), Delhi  ,\n",
            "Madras Medical College, Chennai\n",
            "Central Pulp and Paper Research Institute, Saharanpur  ,\n",
            "Forest Research Institute, Dehradun\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Forest Research Institute (FRI), Dehradun\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Central Pulp &amp; Paper Research Institute, Saharanpur  ,\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Forest Research Institute (FRI), Dehradun  ,\n",
            "Kumaraguru College of Technology, Coimbatore  ,\n",
            "University of Calcutta, Kolkata\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Vivekanand Education Society's Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Jharkhand Polytechnic, Ranchi  ,\n",
            "Uttar Pradesh Polytechnic, Lucknow\n",
            "Central Pulp and Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "South India Paper Mills (SIPM) College of Paper Technology, Nanjangud  ,\n",
            "Indian Institute of Technology (IIT), Roorkee\n",
            "Central Pulp and Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Indian handmade paper institute, Jaipur\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institutes of Technology (IITs)  ,\n",
            "National Institutes of Technology (NITs)  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Don Bosco Technical Institute, Mumbai  ,\n",
            "Government Industrial Training Institute, Various Locations\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Direct involvement in business growth  ,\n",
            "Variety of tasks  ,\n",
            "Opportunities for professional development  ,\n",
            "Potential for high earnings based on sales performance\n",
            "Government Institute of Printing Technology, Secunderabad  ,\n",
            "Pusa Institute of Technology, New Delhi  ,\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Mumbai University, Mumbai\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Punjab Technical University, Jalandhar  ,\n",
            "Guru Jambheshwar University of Science and Technology, Hisar\n",
            "Government Institute of Printing Technology, Hyderabad  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Southern Regional Institute of Printing Technology, Chennai  ,\n",
            "-  ,\n",
            "Government Institute of Printing Technology, Secunderabad  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Mahatma Gandhi Mission School of Printing and Technology, Navi Mumbai\n",
            "Government Institute of Printing Technology, Hyderabad  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Southern Regional Institute Of Printing Technology, Chennai\n",
            "Environment  :   Print shop or production facility, potentially noisy and busy.  ,\n",
            "Hours  :   Typically full-time, may include evenings and weekends.  ,\n",
            "Interaction  :   Regular interaction with printing staff and other supervisors.  ,\n",
            "Travel  :   Minimal travel, if any.  ,\n",
            "Remote Work  :   Not typically available due to the hands-on nature of the work.  ,\n",
            "Job Opportunities  :   Available in various industries such as publishing, advertising, and manufacturing.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with advances in printing technology and machinery.\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "S. H. Jondhale Polytechnic, Thane\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Rubber Institute (IRI), Kolkata  ,\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Indian Institute of Carpet Technology (IICT), Bhadohi  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Laxminarayan Institute of Technology (LIT), Nagpur  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Rubber Institute (IRI), Kolkata  ,\n",
            "Laxminarayan Institute of Technology (LIT), Nagpur  ,\n",
            "University College of Science and Technology, Kolkata  ,\n",
            "Sant Longowal Institute of Engineering and Technology (SLIET), Punjab\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "National Institute of Industrial Engineering, Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Indian Institute of Packaging, Mumbai  ,\n",
            "SIES School of Packaging, Navi Mumbai\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Food Processing Technology (IIFPT), Thanjavur  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Industrial Training Institutes (ITI) across India,\n",
            "Polytechnic Colleges across India,\n",
            "Indian Institute of Technology (IIT), Madras,\n",
            "National Institute of Technology (NIT), Trichy,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Guwahati\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Cochin University of Science and Technology, Kochi   ,\n",
            "Government Polytechnic, Nilokheri  ,\n",
            "Sri Jayachamarajendra Government Polytechnic, Bangalore  ,\n",
            "Central Institute of Plastics Engineering and Technology, Chennai  ,\n",
            "Laxminarayan Institute of Technology, Nagpur\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "University Institute of Chemical Technology (UICT), Mumbai\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Bhubaneswar  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Ahmedabad  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Vels Academy of Maritime Studies, Chennai  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Marine Engineering and Research Institute (MERI), Kolkata\n",
            "Institute of Handloom and Textile Technology, Assam  ,\n",
            "Government Institute of Textile Chemistry and Knitting Technology, Punjab  ,\n",
            "Kumaraguru College of Technology, Tamil Nadu  ,\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "PSG College of Technology, Tamil Nadu\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Crafts and Design (IICD), Jaipur  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore\n",
            "Steady work in a stable industry  ,\n",
            "Opportunities for overtime  ,\n",
            "Skills applicable to other manufacturing roles\n",
            "National Institute of Fashion Technology, New Delhi  ,\n",
            "Indian Institute of Carpet Technology, Bhadohi  ,\n",
            "Anna University, Chennai  ,\n",
            "Alagappa University, Karaikudi  ,\n",
            "Panjab University, Chandigarh\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Jaipur  ,\n",
            "The Indian Institute of Art and Design (IIAD), New Delhi  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore\n",
            "The Technological Institute of Textile &amp; Sciences, Bhiwani  ,\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "DKTE Society's Textile &amp; Engineering Institute, Ichalkaranji  ,\n",
            "Kumaraguru College of Technology (KCT), Coimbatore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Government Polytechnic, Mumbai  ,\n",
            "DKTE Society's Textile and Engineering Institute, Ichalkaranji  ,\n",
            "Veermata Jijabai Technological Institute (VJTI), Mumbai  ,\n",
            "Bannari Amman Institute of Technology, Erode  ,\n",
            "Kumaraguru College of Technology, Coimbatore\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune  ,\n",
            "Indian Institute of Foreign Trade (IIFT), New Delhi  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai\n",
            "Central Institute of Handloom and Textile Technology, Guwahati  ,\n",
            "Northern India Institute of Fashion Technology, Mohali  ,\n",
            "Indian Institute of Handloom Technology, Varanasi  ,\n",
            "Central Institute of Handloom and Textile Technology, Bhubaneswar  ,\n",
            "National Institute of Fashion Technology, New Delhi\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "Kumaraguru College of Technology, Tamil Nadu  ,\n",
            "The Technological Institute of Textile &amp; Sciences, Haryana  ,\n",
            "Dr. B.R. Ambedkar National Institute of Technology, Punjab  ,\n",
            "Indian Institute of Technology, Delhi\n",
            "Physically demanding  ,\n",
            "Potential exposure to machine noise and chemicals  ,\n",
            "Requirement for shift work\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Maharashtra Institute of Printing Technology, Pune\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Jaipur  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore  ,\n",
            "Indian Institute of Crafts &amp; Design (IICD), Jaipur\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Indian Institute of Carpet Technology, Bhadohi  ,\n",
            "Alagappa Polytechnic College, Karaikudi  ,\n",
            "Government Polytechnic, Ahmednagar  ,\n",
            "Institute of Handloom and Textile Technology, Kannur\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), Bangalore  ,\n",
            "Bannari Amman Institute of Technology (BIT), Tamil Nadu  ,\n",
            "PSG College of Technology, Coimbatore\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "Kumaraguru College of Technology, Coimbatore  ,\n",
            "PSG College of Technology, Coimbatore\n",
            "Institute of Textile Technology, Bhubaneshwar  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), Bangalore  ,\n",
            "Institute of Apparel Management (IAM), Gurgaon\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "National Institute of Technology (NIT), Jalandhar  ,\n",
            "Bannari Amman Institute of Technology (BIT), Sathyamangalam  ,\n",
            "PSG College of Technology, Coimbatore\n",
            "Physically demanding role  ,\n",
            "Potential for long hours  ,\n",
            "High noise levels due to machinery\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Thapar Institute of Engineering and Technology, Patiala\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Kochi\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Chippendale International School of Furniture, Scotland (For Reference)  ,\n",
            "-, -, -\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Environment  :   Commercial or residential properties.  ,\n",
            "Hours  :   Standard office hours with potential on-call duties for emergencies.  ,\n",
            "Interaction  :   Regular interaction with maintenance team, vendors, tenants or residents.  ,\n",
            "Travel  :   Minimal travel, mostly within the property.  ,\n",
            "Remote Work  :   Limited remote work opportunities, mostly on-site work.  ,\n",
            "Job Opportunities  :   Opportunities available in various sectors, including real estate, hospitality, and facilities management.  ,\n",
            "Learning Curve  :   Continuous learning to keep up with new equipment and safety regulations.\n",
            "Birla Institute of Technology, Mesra  ,\n",
            "National Institute of Technology, Trichy  ,\n",
            "PSG College of Technology, Coimbatore  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Delhi Technological University, Delhi\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad\n",
            "National Institute of Fashion Technology (NIFT), Delhi ,\n",
            "Pearl Academy, Delhi ,\n",
            "Vogue Institute of Fashion Technology, Bangalore ,\n",
            "- ,\n",
            "Pearl Academy, Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "International Institute of Fashion Technology (IIFT), Delhi  ,\n",
            "JD Institute of Fashion Technology, Delhi\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "Indian Institute of Crafts &amp; Design (IICD), Jaipur\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Male Darners establish territories near water bodies and mate with female Darners that enter their territory. The female then lays her fertilized eggs in the water or on aquatic plants.\n",
            "Environment  :   Textile mills and manufacturing plants.  ,\n",
            "Hours  :   Standard office hours, with potential overtime during peak production periods.  ,\n",
            "Interaction  :   Regular interaction with supervisors and production team.  ,\n",
            "Travel  :   Minimal travel, mostly within the manufacturing plant.  ,\n",
            "Remote Work  :   Remote work is not applicable due to the hands-on nature of the job.  ,\n",
            "Job Opportunities  :   High demand in the textile industry, especially in mills and manufacturing plants.  ,\n",
            "Learning Curve  :   On-the-job training is usually provided to develop inspection skills and knowledge about fabric quality standards.\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Government Polytechnic Mumbai  ,\n",
            "Delhi Institute of Tool Engineering (DITE)\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Indian Institute of Art and Design (IIAD), New Delhi  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Pearl Academy, New Delhi  ,\n",
            "Amity School of Fashion Technology, Noida  ,\n",
            "International Institute of Fashion Design, Mumbai  ,\n",
            "Vogue Institute of Fashion Technology, Bangalore\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Crafts &amp; Design (IICD), Jaipur\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "National Institute of Fashion Technology (NIFT)  ,\n",
            "Pearl Academy  ,\n",
            "International Institute of Fashion Design (INIFD)  ,\n",
            "Vogue Institute of Fashion Technology  ,\n",
            "JD Institute of Fashion Technology\n",
            "National Institute of Fashion Technology (NIFT)  ,\n",
            "Pearl Academy  ,\n",
            "International Institute of Fashion Design (INIFD)  ,\n",
            "National Institute of Design (NID)  ,\n",
            "Symbiosis Institute of Design (SID)\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Jaipur  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Amity School of Fashion Technology, Noida\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "Vogue Institute of Fashion Technology, Bangalore  ,\n",
            "Amity School of Fashion Technology, Noida\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Art and Design (IIAD), New Delhi  ,\n",
            "Pearl Academy, Multiple Locations  ,\n",
            "Unitedworld Institute of Design (UID), Ahmedabad  ,\n",
            "MIT Institute of Design, Pune\n",
            "Industrial Training Institutes (ITI) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Nagpur  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Government Polytechnic, Aurangabad\n",
            "ITI Institutes as per regional location\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Mumbai  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Delhi Technological University (DTU), Delhi\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Polytechnic Colleges, Various Locations\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "National Institute of Fashion Technology (NIFT)  ,\n",
            "Pearl Academy  ,\n",
            "International Institute of Fashion Design (INIFD)  ,\n",
            "National Institute of Design (NID)\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITI) - Various Locations\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "FDDI School of Retail and Fashion Merchandise, Noida\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Kolkata  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Institute of Business Management (SIBM), Pune\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Practical skills development  ,\n",
            "Opportunities in various manufacturing industries  ,\n",
            "Challenging and rewarding work\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "National Skill Training Institutes (NSTIs) across India\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Polytechnic Colleges, Various Locations\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "National Institute of Fashion Technology (NIFT)  ,\n",
            "Pearl Academy  ,\n",
            "International Institute of Fashion Design (INIFD)  ,\n",
            "National Institute of Design (NID)\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITI) - Various Locations\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "FDDI School of Retail and Fashion Merchandise, Noida\n",
            "Environment  :   Industrial or factory setting.  ,\n",
            "Hours  :   Shift work, including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal to none.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Available in various industries, including manufacturing, construction, and automotive.  ,\n",
            "Learning Curve  :   On-the-job training is common in this role.\n",
            "Industrial Training Institute (ITI), Pune  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Dr. B.R. Ambedkar Institute of Technology, Port Blair  ,\n",
            "Government Polytechnic, Lucknow\n",
            "Industrial Training Institute (ITI), Various Locations across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "V.P.M's Polytechnic, Thane  ,\n",
            "Government Polytechnic, Nagpur\n",
            "Hands-on work  ,\n",
            "Opportunities across various industries  ,\n",
            "Skill development through on-the-job training\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Involvement in product creation ,\n",
            "Practical, hands-on work ,\n",
            "Opportunities for skill development ,\n",
            "High demand in certain industries\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Practical skills development  ,\n",
            "Opportunities in various manufacturing industries  ,\n",
            "Challenging and rewarding work\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "National Skill Training Institutes (NSTIs) across India\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (Across India)\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Pune\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Environment  :   Manufacturing plant, often noisy and dusty.  ,\n",
            "Hours  :   Shift work, including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal travel, mostly job-based.  ,\n",
            "Remote Work  :   Not applicable as the role requires physical presence.  ,\n",
            "Job Opportunities  :   Opportunities available across various industries, primarily in the construction and interior design sectors.  ,\n",
            "Learning Curve  :   On-the-job training is common, along with continuous learning to keep up with new machinery and technologies.\n",
            "Institute of Ceramic Technology, Kolkata  ,\n",
            "Indian Institute of Ceramics, Kolkata  ,\n",
            "Andhra University College of Engineering, Visakhapatnam\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnics across India\n",
            "Industrial Training Institute (ITI), Various Locations\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "State Board of Technical Education and Training, Hyderabad  ,\n",
            "Directorate of Technical Education, Chennai\n",
            "Industrial Training Institutes (Various Locations)  ,\n",
            "Private ITI Colleges (Various Locations)\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Laxminarayan Institute of Technology (LIT), Nagpur  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai\n",
            "Environment  :   Industrial setting, often in foundries or factories.  ,\n",
            "Hours  :   Shift work, including evenings and weekends, may be required.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal to no travel required.  ,\n",
            "Remote Work  :   No opportunities for remote work.  ,\n",
            "Job Opportunities  :   Opportunities available in various industries, including automotive, tools manufacturing, and construction.  ,\n",
            "Learning Curve  :   On-the-job training is common, and continuous learning is needed to keep up with advancements in casting technology.\n",
            "Industrial Training Institute (ITI), Various Locations across India\n",
            "Sir J.J. Institute of Applied Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "Faculty of Fine Arts, MSU, Baroda  ,\n",
            "Kala Bhavana, Visva Bharati, Santiniketan  ,\n",
            "Department of Fine Arts, Kurukshetra University\n",
            "Indian Institute of Gems &amp; Jewellery, Mumbai  ,\n",
            "Gemmological Institute of India, Mumbai  ,\n",
            "International Gemological Institute, Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Indian Institute of Art and Design (IIAD), New Delhi\n",
            "Indian Institute of Gems and Jewelry, Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "Arch College of Design and Business, Jaipur\n",
            "Gem and Jewellery Skill Council of India  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Gems and Jewellery, Mumbai  ,\n",
            "Gemological Institute of India, Mumbai  ,\n",
            "Indian Diamond Institute, Surat  ,\n",
            "Gemological Institute of America (GIA), Mumbai  ,\n",
            "Indian Institute of Gems &amp; Jewellery, Mumbai  ,\n",
            "National Institute of Design (NID), Ahmadabad  ,\n",
            "Delhi Institute of Gems &amp; Jewellery, Delhi\n",
            "Gemological Institute of India (GII), Mumbai ,\n",
            "Indian Institute of Gems &amp; Jewellery (IIGJ), Mumbai ,\n",
            "National Institute of Jewellery Design (NIJD), Ahmedabad ,\n",
            "Indian Institute of Gemology (IIG), New Delhi ,\n",
            "International Gemological Institute (IGI), Mumbai\n",
            "Gemological Institute of America (GIA), Mumbai  ,\n",
            "Indian Diamond Institute, Surat  ,\n",
            "Indian Institute of Gems and Jewelry, Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Indian Institute of Jewelry, Mumbai\n",
            "Gemological Institute of India (GII), Mumbai  ,\n",
            "Indian Diamond Institute (IDI), Surat  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Indian Institute of Gems &amp; Jewellery (IIGJ), Mumbai\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Gems and Jewelry (IIGJ), Mumbai  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune\n",
            "Indian Institute of Gems &amp; Jewellery, Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design, Pune\n",
            "National Institute of Fashion Technology (NIFT), New Delhi,\n",
            "Indian Institute of Jewellery (IIJ), Mumbai,\n",
            "Pearl Academy, Jaipur,\n",
            "Arch College of Design &amp; Business, Jaipur,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "Sir Jamsetjee Jeejebhoy School of Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "Visva-Bharati University, Santiniketan  ,\n",
            "Government College of Art &amp; Craft, Kolkata  ,\n",
            "Madras Art School, Chennai\n",
            "Indian Institute of Gems &amp; Jewellery, Mumbai  ,\n",
            "National Institute of Design, Ahmedabad  ,\n",
            "Arch College of Design &amp; Business, Jaipur  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "Indian Institute of Gems &amp; Jewellery, Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Arch Academy of Design, Jaipur\n",
            "Gemological Institute of India, Mumbai,\n",
            "Indian Diamond Institute, Surat,\n",
            "Indian Institute of Gemology, New Delhi,\n",
            "National Institute of Diamond and Gems, Jaipur\n",
            "Gemological Institute of America (GIA), Mumbai  ,\n",
            "Indian Institute of Gems and Jewelry (IIGJ), Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Jewelry Manufacturing (IIJM), Jaipur  ,\n",
            "Pearl Academy, Jaipur\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Sir J.J. Institute of Applied Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "Faculty of Fine Arts, MSU, Baroda  ,\n",
            "Department of Fine Arts, Kurukshetra University  ,\n",
            "Kala Bhavana, Visva-Bharati University, Santiniketan\n",
            "-'\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "National Institute of Fashion Technology, New Delhi\n",
            "Government Leather Institute, Agra  ,\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Chennai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Environment  :   Footwear manufacturing plants.  ,\n",
            "Hours  :   Standard work hours, with potential for overtime during peak seasons.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal travel required.  ,\n",
            "Remote Work  :   No remote work opportunities.  ,\n",
            "Job Opportunities  :   Opportunities in footwear manufacturing companies.  ,\n",
            "Learning Curve  :   On-the-job training provided for machine operation and quality control.\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "SRM University, Chennai  ,\n",
            "Lovely Professional University (LPU), Punjab  ,\n",
            "Amity University, Noida\n",
            "Maintenance :   -\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Footwear Design &amp; Development Institute (FDDI), Noida\n",
            "Involvement in the production process  ,\n",
            "Opportunities for problem-solving  ,\n",
            "Relevance across multiple industries  ,\n",
            "Potential for career growth in quality control\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Indian Institute of Leather Products (IILP), Chennai\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra  ,\n",
            "Footwear Design &amp; Development Institute (FDDI), Noida\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Footwear Design and Development Institute, Noida  ,\n",
            "National Institute of Fashion Technology, Chennai  ,\n",
            "Government Leather Institute, Agra\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Footwear Design and Development Institute, Noida\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "Footwear Design and Development Institute, Noida  ,\n",
            "Indian Institute of Leather Products, Chennai  ,\n",
            "National Institute of Fashion Technology, Kolkata\n",
            "Footwear Design &amp; Development Institute (FDDI), Noida,\n",
            "Central Leather Research Institute (CLRI), Chennai,\n",
            "National Institute of Design (NID), Ahmedabad,\n",
            "National Institute of Fashion Technology (NIFT), Delhi,\n",
            "International Institute of Fashion Technology (IIFT), Delhi\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Footwear Design and Development Institute, Noida  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Indian Institute of Leather Products, Chennai\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "Government Leather Institute, Kanpur  ,\n",
            "-  ,\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "NLC Institute of Leather Technology, Kolkata\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "Central Footwear Training Institute, Chennai ,\n",
            "Central Footwear Training Institute, Agra ,\n",
            "Footwear Design and Development Institute, Noida\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "National Institute of Design (NID), Ahmedabad\n",
            "Environment  : Industrial or factory setting ,\n",
            "Hours  : Standard shift hours with potential for overtime depending on production targets. ,\n",
            "Interaction  : Regular interaction with other production staff and supervisors. ,\n",
            "Travel  : Minimal to no travel required. ,\n",
            "Remote Work  : Not suitable for remote work. ,\n",
            "Job Opportunities  : Opportunities available in various manufacturing and production industries. ,\n",
            "Learning Curve  : On-the-job training provided, with continuous learning to adapt to new machinery or technology.\n",
            "All India Trade Test (AITT) for ITI\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "National Institute of Fashion Technology, Chennai  ,\n",
            "Footwear Design and Development Institute, Noida\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Pearl Academy, New Delhi  ,\n",
            "JD Institute of Fashion Technology, Bangalore  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "West Bengal State Council for Technical Education, Kolkata\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "Indian Institute of Leather Products, Chennai\n",
            "Central Footwear Training Institute (CFTI), Chennai  ,\n",
            "Central Footwear Training Institute (CFTI), Agra  ,\n",
            "Footwear Design and Development Institute (FDDI), Noida  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Central Leather Research Institute (CLRI), Chennai\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Agra\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Agra  ,\n",
            "Footwear Design &amp; Development Institute, Noida\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "Central Footwear Training Institute, Chennai  ,\n",
            "Government Leather Institute, Agra  ,\n",
            "National Institute of Fashion Technology (NIFT), Chennai\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "JD Institute of Fashion Technology, Delhi  ,\n",
            "International Institute of Fashion Design (INIFD), Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Anbarasu Institute of Leather Technology, Chennai  ,\n",
            "Government College of Engineering and Leather Technology, Kolkata  ,\n",
            "Institute of Leather Technology, Kanpur\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Birla Institute of Technology (BIT), Sindri\n",
            "Bosch ,\n",
            "Makita ,\n",
            "Dewalt ,\n",
            "Hitachi ,\n",
            "Black &amp; Decker\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "-  -\n",
            "Environment  :   Chemical plants or factories, which may be noisy, hot, and potentially hazardous.  ,\n",
            "Hours  :   Shift work, including nights, weekends, and holidays.  ,\n",
            "Interaction  :   Regular interaction with team members, supervisors, and maintenance personnel.  ,\n",
            "Travel  :   Minimal to none, unless working for a company with multiple locations.  ,\n",
            "Remote Work  :   Not applicable, as physical presence is required.  ,\n",
            "Job Opportunities  :   Opportunities in chemical manufacturing companies, pharmaceutical companies, and other industries that require chemical processing.  ,\n",
            "Learning Curve  :   On-the-job training is common, but a solid understanding of chemical processes and machinery is required.\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Institute of Technology, Banaras Hindu University, Varanasi  ,\n",
            "College of Ceramic Technology, Kolkata  ,\n",
            "Indian Institute of Ceramics, Kolkata\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Bhubaneswar  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Lucknow  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Ahmedabad  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Jaipur\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "National Institute of Technology (NIT), Rourkela\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Plastic Institute, Mumbai  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "-  ,\n",
            "Delhi Institute of Pharmaceutical Sciences and Research (DIPSAR), Delhi  ,\n",
            "Bombay College of Pharmacy (BCP), Mumbai  ,\n",
            "JSS College of Pharmacy, Mysore  ,\n",
            "Manipal College of Pharmaceutical Sciences, Manipal  ,\n",
            "Birla Institute of Technology (BIT), Mesra\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Institute of Hotel Management, Catering &amp; Nutrition (IHM), Pusa, New Delhi  ,\n",
            "Institute of Hotel Management (IHM), Mumbai  ,\n",
            "Welcomgroup Graduate School of Hotel Administration (WGSHA), Manipal  ,\n",
            "Institute of Hotel Management (IHM), Bangalore  ,\n",
            "Institute of Hotel Management (IHM), Chennai\n",
            "Industrial Training Institute (ITI), Various Locations\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Environment  :   Food production facilities, bakeries, or confectionery shops.  ,\n",
            "Hours  :   Variable shifts, including early mornings, late evenings, weekends, and holidays.  ,\n",
            "Interaction  :   Regular interaction with co-workers and supervisors.  ,\n",
            "Travel  :   Minimal to no travel required.  ,\n",
            "Remote Work  :   Not applicable; this is a hands-on role.  ,\n",
            "Job Opportunities  :   Opportunities available in food production companies, bakeries, hotels, and restaurants.  ,\n",
            "Learning Curve  :   On-the-job training is common, with continuous learning to master new recipes and techniques.\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Institute of Hotel Management (IHM), Pusa  ,\n",
            "Institute of Hotel Management (IHM), Mumbai  ,\n",
            "Institute of Hotel Management (IHM), Bangalore  ,\n",
            "Institute of Hotel Management (IHM), Chennai  ,\n",
            "Institute of Hotel Management (IHM), Kolkata\n",
            "Environment  :   Workshop or manufacturing plant.  ,\n",
            "Hours  :   Shift work, including evenings and weekends, may be required.  ,\n",
            "Interaction  :   Interaction with colleagues and sometimes with customers.  ,\n",
            "Travel  :   Minimal travel, primarily to clients' sites for installation.  ,\n",
            "Remote Work  :   Not generally applicable due to the hands-on nature of the work.  ,\n",
            "Job Opportunities  :   Opportunities in industries such as neon sign making, scientific equipment manufacturing, and art glass production.  ,\n",
            "Learning Curve  :   Training is typically provided on the job, but a background in glass technology can be beneficial.\n",
            "Central Glass and Ceramic Research Institute, Kolkata  ,\n",
            "Indian Ceramic Society, Kolkata  ,\n",
            "Institute of Glass Technology, Firozabad\n",
            "There are many manufacturers that produce laboratory blowers, including Labconco, Erlab, and Thermo Fisher Scientific. These companies offer a variety of models to meet different laboratory needs.\n",
            "The cost of a glass drawer can vary significantly based on its size, design, and the type of glass used. On average, prices can range from INR 2,000 to INR 10,000 per drawer.\n",
            "-  ,\n",
            "\n",
            "\"Exams\"  :   {\n",
            "Physically demanding job  ,\n",
            "Risk of heat-related injuries  ,\n",
            "Irregular work hours\n",
            "Industrial Training Institute (ITI), Various Locations\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "Jawaharlal Nehru Technological University, Hyderabad  ,\n",
            "Guru Jambheshwar University of Science and Technology, Hisar\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Art and Design (IIAD), New Delhi  ,\n",
            "Pearl Academy, New Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Government College of Engineering and Ceramic Technology, Kolkata  ,\n",
            "University College of Science and Technology, Kolkata  ,\n",
            "Andhra University College of Engineering, Visakhapatnam  ,\n",
            "Government College of Engineering and Ceramic Technology, Kolkata  ,\n",
            "Institute of Technology, Gopalpur  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "PDA College of Engineering, Gulbarga  ,\n",
            "University of Calcutta, Kolkata\n",
            "Government Polytechnic College, Ahmedabad  ,\n",
            "Government Polytechnic College, Jodhpur\n",
            "Unique and specialized role  ,\n",
            "Opportunities for creativity in artisanal settings  ,\n",
            "Physical, hands-on work  ,\n",
            "Potential for high income with skill and experience\n",
            "Government Industrial Training Institute, Bhubaneswar  ,\n",
            "Government Industrial Training Institute, Cuttack  ,\n",
            "Government Industrial Training Institute, Puri  ,\n",
            "Government Industrial Training Institute, Berhampur  ,\n",
            "Government Industrial Training Institute, Sambalpur\n",
            "Central Glass and Ceramic Research Institute (CGCRI), Kolkata  ,\n",
            "Indian Ceramic Society, Kolkata\n",
            "Sir JJ School of Art, Mumbai  ,\n",
            "National Institute of Design, Ahmedabad  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "College of Fine Arts, Thiruvananthapuram  ,\n",
            "Visva Bharati University, Santiniketan\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Craft and Design (IICD), Jaipur  ,\n",
            "Sir JJ School of Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "Visva Bharati University, Shantiniketan\n",
            "All India Shri Shivaji Memorial Society's Polytechnic, Pune  ,\n",
            "Government Industrial Training Institute, Pune  ,\n",
            "Government ITI, Cuttack\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Sir J J School of Arts, Mumbai  ,\n",
            "Delhi College of Art, Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Mumbai\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Sir J.J. Institute of Applied Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "Department of Fine Arts, Kurukshetra University, Kurukshetra  ,\n",
            "Faculty of Visual Arts, Banaras Hindu University, Varanasi\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Indian Institute of Crafts and Design (IICD), Jaipur  ,\n",
            "Pearl Academy, Jaipur  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore\n",
            "Government Ceramic Institute, Khurja  ,\n",
            "Industrial Training Institute, Firozabad  ,\n",
            "Industrial Training Institute, Morbi  ,\n",
            "Industrial Training Institute, Bhadravati  ,\n",
            "Industrial Training Institute, Jodhpur\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "JD Institute of Fashion Technology, Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "International Institute of Fashion Design (INIFD), Chandigarh\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "Vogue Institute of Art and Design, Bangalore\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Crafts &amp; Design (IICD), Jaipur  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Sir J.J. Institute of Applied Art, Mumbai  ,\n",
            "College of Fine Arts, Thiruvananthapuram\n",
            "Sir J.J. School of Art, Mumbai  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "College of Art, New Delhi  ,\n",
            "University of Delhi (DU), Delhi  ,\n",
            "Jawaharlal Nehru Architecture and Fine Arts University (JNAFAU), Hyderabad\n",
            "Indian Institute of Handloom Technology, Varanasi  ,\n",
            "Indian Institute of Handloom Technology, Salem  ,\n",
            "Indian Institute of Handloom Technology, Bargarh  ,\n",
            "Indian Institute of Carpet Technology, Bhadohi\n",
            "Institute of Hotel Management (IHM), Mumbai  ,\n",
            "Institute of Hotel Management (IHM), Delhi  ,\n",
            "Welcomgroup Graduate School of Hotel Administration (WGSHA), Manipal  ,\n",
            "Institute of Hotel Management (IHM), Bengaluru  ,\n",
            "Institute of Hotel Management (IHM), Chennai\n",
            "Industrial Training Institutes across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Lucknow  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Government Polytechnic, Nagpur\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Handloom Technology, Salem  ,\n",
            "Kumaraguru College of Technology, Coimbatore  ,\n",
            "The Technological Institute of Textile &amp; Sciences, Bhiwani  ,\n",
            "Maharaja Sayajirao University of Baroda, Vadodara  ,\n",
            "Veermata Jijabai Technological Institute (VJTI), Mumbai\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Government Polytechnic, Various Locations\n",
            "Environment : Industrial setting, typically in metal processing plants or factories.\n",
            "Hours : Shift work, including nights, weekends, and potential overtime.\n",
            "Interaction : Regular interaction with team members and supervisors.\n",
            "Travel : Minimal travel, mostly on-site work.\n",
            "Remote Work : Not applicable, as this is a hands-on role.\n",
            "Job Opportunities : Opportunities available in various industries, particularly metal processing and manufacturing.\n",
            "Learning Curve : Requires on-the-job training and continuous learning to keep up with advancements in furnace technology.\n",
            "Industrial Training Institute (ITI), Pusa, Delhi  ,\n",
            "Industrial Training Institute (ITI), Cuttack, Odisha  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Government Polytechnic, Lucknow\n",
            "ITI Delhi  ,\n",
            "ITI Mumbai  ,\n",
            "ITI Kolkata  ,\n",
            "ITI Chennai  ,\n",
            "ITI Bangalore\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institutes (ITI) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "Industrial Training Institute (ITI), Jamshedpur  ,\n",
            "Industrial Training Institute (ITI), Durgapur  ,\n",
            "Industrial Training Institute (ITI), Bokaro  ,\n",
            "Industrial Training Institute (ITI), Raipur\n",
            "Industrial Training Institute (ITI), Jamshedpur  ,\n",
            "Industrial Training Institute (ITI), Durgapur  ,\n",
            "Industrial Training Institute (ITI), Bhilai  ,\n",
            "Industrial Training Institute (ITI), Bokaro  ,\n",
            "Industrial Training Institute (ITI), Rourkela\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Delhi College of Art, Delhi  ,\n",
            "Sir J.J Institute of Applied Art, Mumbai  ,\n",
            "Faculty of Fine Arts, MS University, Baroda  ,\n",
            "Faculty of Music and Fine Arts, University of Delhi, Delhi  ,\n",
            "College of Art, Delhi University, Delhi\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Central Pulp and Paper Research Institute, Saharanpur\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Forest Research Institute (FRI), Dehradun  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Orissa University of Agriculture and Technology (OUAT), Bhubaneswar\n",
            "Central Pulp &amp; Paper Research Institute, Saharanpur,\n",
            "Forest Research Institute, Dehradun,\n",
            "Central Pulp &amp; Paper Research Institute, Saharanpur  ,\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "-  ,\n",
            "Central Pulp &amp; Paper Research Institute (CPPRI), Saharanpur  ,\n",
            "Seshasayee Institute of Technology, Trichy  ,\n",
            "South India Viscose Limited, Tamil Nadu\n",
            "Environment  :   Print shops, publishing houses, libraries, and binderies.  ,\n",
            "Hours  :   Standard working hours, with potential for overtime during busy periods.  ,\n",
            "Interaction  :   Regular interaction with other bookbinding workers, supervisors, and clients.  ,\n",
            "Travel  :   Minimal travel required.  ,\n",
            "Remote Work  :   Limited opportunities for remote work.  ,\n",
            "Job Opportunities  :   Opportunities available in print shops, publishing houses, libraries, and binderies.  ,\n",
            "Learning Curve  :   Continuous learning to master various bookbinding techniques and machine operation.\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Anna University, Chennai  ,\n",
            "College of Engineering, Pune\n",
            "Gurukul Vidyapeeth Institute of Engineering &amp; Technology, Chandigarh  ,\n",
            "MIT College of Printing Technology, Pune  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "College of Engineering, Pune  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "National Institute of Technology, Warangal\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Avinashilingam Institute for Home Science and Higher Education for Women, Coimbatore\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Industrial Design Centre (IDC), IIT Bombay  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "MIT Institute of Design, Pune  ,\n",
            "Sir JJ Institute of Applied Art, Mumbai\n",
            "Industrial Training Institutes (ITI) across India  ,\n",
            "Polytechnic Institutes across India\n",
            "Environment  :   Industrial setting, rubber manufacturing plants.  ,\n",
            "Hours  :   Standard working hours, shift work may be required.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal travel, mostly for training or skill enhancement programs.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Opportunities available in rubber manufacturing industries, automotive companies, and industrial equipment manufacturers.  ,\n",
            "Learning Curve  :   On-the-job training is common, continuous learning to upgrade skills.\n",
            "Industrial Training Institute (ITI), Various Locations\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Environment  :   Manufacturing plants or factories.  ,\n",
            "Hours  :   Standard working hours with potential for overtime.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   Minimal travel, mostly job-site based.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Opportunities in various industries, including construction, automotive, and manufacturing.  ,\n",
            "Learning Curve  :   On-the-job training to understand machine operation and safety protocols.\n",
            "Environment  :   Industrial or factory setting.  ,\n",
            "Hours  :   Shift-based work, including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with machine operators, supervisors, and quality control personnel.  ,\n",
            "Travel  :   Minimal travel, mostly within the manufacturing plant.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   High demand in rubber manufacturing industries.  ,\n",
            "Learning Curve  :   Moderate learning curve, with on-the-job training.\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Vocational Training Institutes (VTIs) across India\n",
            "Indian Rubber Institute, Kolkata  ,\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Industrial Training Institutes (ITIs) offering Textile Technology courses\n",
            "Central Leather Research Institute, Chennai  ,\n",
            "Indian Institute of Leather Products, Chennai  ,\n",
            "Govt. College of Engineering &amp; Leather Technology, Kolkata  ,\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Dr. B.R. Ambedkar Government Polytechnic, Port Blair\n",
            "National Institute of Fashion Technology (NIFT), New Delhi  ,\n",
            "Institute of Apparel Management (IAM), Gurgaon  ,\n",
            "Pearl Academy, Jaipur  ,\n",
            "Northern India Institute of Fashion Technology (NIIFT), Mohali  ,\n",
            "National Institute of Design (NID), Ahmedabad\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "Anna University, Chennai  ,\n",
            "Dr. B. R. Ambedkar National Institute of Technology, Jalandhar  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore  ,\n",
            "Indian Institute of Craft and Design (IICD), Jaipur  ,\n",
            "National Institute of Design (NID), Ahmedabad\n",
            "Indian Institute of Handloom Technology, Varanasi  ,\n",
            "Indian Institute of Handloom Technology, Salem  ,\n",
            "Indian Institute of Carpet Technology, Bhadohi\n",
            "Indian Institute of Handloom Technology (IIHT), Varanasi  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Design (NID), Ahmedabad\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Amity School of Fashion Technology, Noida  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Art and Design (IIAD), Delhi\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Mumbai  ,\n",
            "Vogue Institute of Art and Design, Bangalore  ,\n",
            "JD Institute of Fashion Technology, Delhi  ,\n",
            "International Institute of Fashion Design (INIFD), Pune\n",
            "Government Institute of Printing Technology, Secunderabad  ,\n",
            "Northern Regional Institute of Printing Technology, Allahabad  ,\n",
            "Guru Jambheshwar University of Science and Technology, Hisar  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "The Technological Institute of Textile &amp; Sciences, Bhiwani  ,\n",
            "Kumaraguru College of Technology, Coimbatore\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "Kumaraguru College of Technology, Tamil Nadu  ,\n",
            "PSG College of Technology, Tamil Nadu  ,\n",
            "Coimbatore Institute of Technology, Tamil Nadu  ,\n",
            "Dr. B. R. Ambedkar National Institute of Technology, Punjab\n",
            "Government Institute of Textile Chemistry and Knitting Technology, Ludhiana  ,\n",
            "Vardhman Textiles and Apparel Training Centre, Ludhiana  ,\n",
            "Northern India Institute of Fashion Technology, Mohali\n",
            "Sir J.J. Institute of Applied Art, Mumbai  ,\n",
            "College of Art, New Delhi  ,\n",
            "Visva Bharati University, West Bengal  ,\n",
            "Banaras Hindu University, Uttar Pradesh  ,\n",
            "Jawaharlal Nehru Architecture and Fine Arts University, Hyderabad\n",
            "Institute of Chemical Technology, Mumbai  ,\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "The Technological Institute of Textile &amp; Sciences, Haryana  ,\n",
            "Kumaraguru College of Technology, Tamil Nadu  ,\n",
            "DKTE Society's Textile &amp; Engineering Institute, Maharashtra\n",
            "Government Institute of Textile Chemistry and Knitting Technology, Ludhiana  ,\n",
            "Institute of Handloom and Textile Technology, Guwahati  ,\n",
            "Indian Institute of Handloom Technology, Venkatagiri  ,\n",
            "Indian Institute of Handloom Technology, Salem  ,\n",
            "Indian Institute of Carpet Technology, Bhadohi\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Institute of Textile Technology, Cuttack  ,\n",
            "The Technological Institute of Textile &amp; Sciences, Bhiwani  ,\n",
            "Bannari Amman Institute of Technology, Sathyamangalam  ,\n",
            "Government Central Textile Institute, Kanpur  ,\n",
            "Kumaraguru College of Technology, Coimbatore\n",
            "Kumaraguru College of Technology, Coimbatore  ,\n",
            "Bannari Amman Institute of Technology, Erode  ,\n",
            "PSG College of Technology, Coimbatore  ,\n",
            "The Technological Institute of Textile &amp; Sciences, Bhiwani  ,\n",
            "L.D. College of Engineering, Ahmedabad\n",
            "Veermata Jijabai Technological Institute (VJTI), Mumbai  ,\n",
            "Bannari Amman Institute of Technology (BIT), Tamil Nadu  ,\n",
            "Dr. B.R. Ambedkar National Institute of Technology, Jalandhar  ,\n",
            "Kumaraguru College of Technology (KCT), Coimbatore  ,\n",
            "Government SKSJ Technological Institute, Bangalore\n",
            "Environment  :   Factory or manufacturing unit setting.  ,\n",
            "Hours  :   Shift-based work schedule, including potential night shifts.  ,\n",
            "Interaction  :   Regular interaction with team members and supervisors.  ,\n",
            "Travel  :   No travel required.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Opportunities in tobacco manufacturing companies.  ,\n",
            "Learning Curve  :   On-the-job training is crucial for skill development.\n",
            "Industrial Training Institute (ITI), Various Locations\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Sir JJ Institute of Applied Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "Kala Bhavan (Institute of Fine Arts), Visva Bharati  ,\n",
            "Faculty of Fine Arts, MS University of Baroda, Vadodara  ,\n",
            "Department of Fine Arts, Aligarh Muslim University, Aligarh\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Punjab Agricultural University, Ludhiana  ,\n",
            "Kumarappa National Handmade Paper Institute, Jaipur  ,\n",
            "Indian Plywood Industries Research and Training Institute, Bangalore  ,\n",
            "Indian Institute of Carpet Technology, Bhadohi\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata\n",
            "Forest Research Institute (FRI), Dehradun  ,\n",
            "Indian Institute of Forest Management (IIFM), Bhopal  ,\n",
            "Tamil Nadu Agricultural University (TNAU), Coimbatore  ,\n",
            "Kerala Agricultural University (KAU), Thrissur  ,\n",
            "Dr. YS Parmar University of Horticulture and Forestry, Solan\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Indian Plywood Industries Research and Training Institute, Bangalore  ,\n",
            "Kumaraguru College of Technology, Coimbatore\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Indian Plywood Industries Research and Training Institute, Bangalore  ,\n",
            "University of Agricultural Sciences, Bangalore  ,\n",
            "Dr. Yashwant Singh Parmar University of Horticulture and Forestry, Solan  ,\n",
            "Kerala Agricultural University, Thrissur\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Uttar Pradesh Textile Technology Institute, Kanpur  ,\n",
            "Kumaraguru College of Technology, Coimbatore\n",
            "Sir JJ School of Art, Mumbai  ,\n",
            "College of Art, Delhi  ,\n",
            "M.S. University, Baroda  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "Visva-Bharati University, Santiniketan\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Indian Institute of Art and Design (IIAD), Delhi\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Sree Narayana Guru Polytechnic College, Coimbatore  ,\n",
            "Government Polytechnic, Lucknow\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Hands-on work ,\n",
            "Opportunity for creativity ,\n",
            "Variety of projects ,\n",
            "Opportunity for self-employment\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Sree Narayana Guru Polytechnic College, Coimbatore  ,\n",
            "Government Polytechnic, Lucknow\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Environment  :   Indoor and outdoor work settings, including residences, commercial buildings, and industrial facilities.  ,\n",
            "Hours  :   Variable work hours, often on a project basis. May require working on weekends or holidays.  ,\n",
            "Interaction  :   Regular interaction with clients, contractors, and other construction professionals.  ,\n",
            "Travel  :   Frequent travel to different job sites.  ,\n",
            "Remote Work  :   Not applicable as the work requires physical presence.  ,\n",
            "Job Opportunities  :   Opportunities available in construction companies, painting contractors, or self-employment.  ,\n",
            "Learning Curve  :   On-the-job learning, with experience improving speed and quality of work.\n",
            "Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV), Bhopal  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay\n",
            "Indian Diamond Institute, Surat  ,\n",
            "Gemological Institute of America, Mumbai  ,\n",
            "International Gemological Institute, Mumbai\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design (SID), Pune  ,\n",
            "Indian Institute of Art and Design (IIAD), Delhi\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi ,\n",
            "Christian Medical College (CMC), Vellore ,\n",
            "Armed Forces Medical College (AFMC), Pune ,\n",
            "Maulana Azad Medical College (MAMC), Delhi ,\n",
            "Madras Medical College (MMC), Chennai\n",
            "Central Leather Research Institute (CLRI), Chennai  ,\n",
            "Indian Institute of Leather Products (IILP), Chennai\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Government and Private Polytechnics across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Film and Television Institute of India, Pune  ,\n",
            "Satyajit Ray Film and Television Institute, Kolkata  ,\n",
            "Whistling Woods International, Mumbai  ,\n",
            "Asian Academy of Film &amp; Television, Noida  ,\n",
            "Zee Institute of Media Arts, Mumbai\n",
            "Skipping row 3118 due to non-string value: nan\n",
            "Central Institute of Plastics Engineering &amp; Technology (CIPET), Chennai  ,\n",
            "Indian Rubber Institute (IRI), Kolkata  ,\n",
            "Indian Institute of Carpet Technology (IICT), Bhadohi\n",
            "Authorized Watch Retailers  ,\n",
            "Luxury Watch Boutiques  ,\n",
            "Online Marketplaces (e.g., Amazon, eBay)  ,\n",
            "Brand's Official Website\n",
            "Physical job  ,\n",
            "High demand in printing and packaging industries  ,\n",
            "Opportunities for overtime pay  ,\n",
            "On-the-job training provided\n",
            "Textile Training Institute, Coimbatore  ,\n",
            "Northern India Textile Research Association (NITRA), Ghaziabad  ,\n",
            "South India Textile Research Association (SITRA), Coimbatore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "National Institute of Technology (NIT), Jalandhar  ,\n",
            "Bannari Amman Institute of Technology, Tamil Nadu  ,\n",
            "Kumaraguru College of Technology, Tamil Nadu\n",
            "The Tri-State Tornado (1925),\n",
            "The Natchez Tornado (1840),\n",
            "The Flint-Beecher Tornado (1953)\n",
            "Moisture Sensitivity - Unless specifically treated, plywood can be sensitive to moisture and may warp or delaminate.\n",
            "Inconsistency - The quality and properties of plywood can vary depending on the species and quality of wood used in the core layer.\n",
            "Weight - Plywood with an MDF or particleboard core can be quite heavy.\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Forest Research Institute, Dehradun  ,\n",
            "Indian Plywood Industries Research and Training Institute, Bangalore\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Symbiosis Institute of Business Management (SIBM), Pune  ,\n",
            "XLRI Xavier School of Management, Jamshedpur\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Faculty of Management Studies (FMS), Delhi University\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Faculty of Management Studies (FMS), Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Faculty of Management Studies (FMS), Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune\n",
            "National Institute of Fashion Technology (NIFT), Delhi  ,\n",
            "Pearl Academy, Delhi  ,\n",
            "Symbiosis Institute of Design, Pune  ,\n",
            "International Institute of Fashion Design, Mumbai  ,\n",
            "JD Institute of Fashion Technology, Bangalore\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Symbiosis Institute of Media and Communication (SIMC), Pune\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Institute of Business Management (SIBM), Pune\n",
            "Indian Institute of Commerce and Trade (IICT), Lucknow  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Indira Gandhi National Open University (IGNOU), Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur\n",
            "Indian Institute of Commerce and Trade (IICT), Lucknow  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Indira Gandhi National Open University (IGNOU), Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Mass Communication (IIMC), Delhi  ,\n",
            "Symbiosis Institute of Media and Communication, Pune  ,\n",
            "Xavier Institute of Communications (XIC), Mumbai  ,\n",
            "Jamia Millia Islamia (JMI), Delhi  ,\n",
            "Amity School Of Communication, Noida\n",
            "University of Delhi, Delhi  ,\n",
            "St. Xavier's College, Mumbai  ,\n",
            "Loyola College, Chennai  ,\n",
            "Christ University, Bangalore  ,\n",
            "Symbiosis Centre for Management Studies, Pune\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian School of Business (ISB), Hyderabad\n",
            "Symbiosis Institute of Business Management, Pune  ,\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bengaluru  ,\n",
            "Indian Institute of Management (IIM), Kolkata  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune\n",
            "Indian Institute of Commerce and Trade (IICT), Lucknow  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Indira Gandhi National Open University (IGNOU), Delhi\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Centre for Media &amp; Communication (SCMC), Pune  ,\n",
            "Mudra Institute of Communications (MICA), Ahmedabad\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "XLRI - Xavier School of Management, Jamshedpur\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Delhi ,\n",
            "Indian Institute of Technology (IIT), Madras ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "TERI School of Advanced Studies, New Delhi  ,\n",
            "Jadavpur University, Kolkata\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Statistical Institute (ISI), Kolkata  ,\n",
            "Delhi University, Delhi  ,\n",
            "Madras Christian College (MCC), Chennai  ,\n",
            "Loyola College, Chennai  ,\n",
            "Christ University, Bangalore\n",
            "Indian Statistical Institute (ISI), Kolkata  ,\n",
            "Delhi University, Delhi  ,\n",
            "Christ University, Bangalore  ,\n",
            "Loyola College, Chennai  ,\n",
            "St. Xavier's College, Mumbai\n",
            "Indian Statistical Institute (ISI), Kolkata  ,\n",
            "Chennai Mathematical Institute (CMI), Chennai  ,\n",
            "Delhi University, Delhi  ,\n",
            "Loyola College, Chennai  ,\n",
            "Presidency College, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Bhabha Atomic Research Centre (BARC), Mumbai  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Bhabha Atomic Research Centre (BARC) Training School  ,\n",
            "Homi Bhabha National Institute (HBNI), Mumbai  ,\n",
            "Jawaharlal Nehru Technological University (JNTU), Hyderabad  ,\n",
            "National Institute of Technology (NIT), Rourkela\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Manipal Institute of Technology\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Madras\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kerala  ,\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Vels Academy of Maritime Studies, Chennai\n",
            "Indian Maritime University, Chennai  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Marine Engineering and Research Institute, Kolkata  ,\n",
            "Cochin University of Science and Technology, Kochi  ,\n",
            "Vels Academy of Maritime Studies, Chennai\n",
            "National Institute of Design (NID), Ahmedabad  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "Srishti Institute of Art, Design and Technology, Bangalore  ,\n",
            "Industrial Design Centre (IDC), IIT Bombay\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Birla Institute of Technology &amp; Science (BITS), Pilani  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Jamia Hamdard, New Delhi  ,\n",
            "University Institute of Pharmaceutical Sciences, Chandigarh\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Surathkal  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Surathkal  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "College of Technology and Engineering (CTAE), Udaipur\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "-  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Jawaharlal Nehru University (JNU), New Delhi  ,\n",
            "All India Institute of Medical Sciences (AIIMS), New Delhi  ,\n",
            "University of Hyderabad, Hyderabad\n",
            "Dr. B. R. Ambedkar University, Agra  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Amity University, Uttar Pradesh  ,\n",
            "Osmania University, Telangana\n",
            "Indian Institute of Science (IISc), Bangalore ,\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Delhi ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani ,\n",
            "Delhi University (DU), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Warangal  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "College of Engineering, Pune (COEP)  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Space Science and Technology (IIST), Thiruvananthapuram  ,\n",
            "Madras Institute of Technology (MIT), Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Space Science and Technology (IIST), Thiruvananthapuram  ,\n",
            "Madras Institute of Technology (MIT), Chennai\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Andhra University, Visakhapatnam\n",
            "Indian Statistical Institute (ISI), Kolkata  ,\n",
            "Chennai Mathematical Institute (CMI)  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Tata Institute of Fundamental Research (TIFR), Mumbai  ,\n",
            "University of Hyderabad, Hyderabad\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Delhi, Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Bhabha Atomic Research Centre (BARC), Mumbai  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Jawaharlal Nehru University (JNU), Delhi  ,\n",
            "Tata Institute of Fundamental Research (TIFR), Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian School of Mines (ISM), Dhanbad  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh  ,\n",
            "Jawaharlal Institute of Postgraduate Medical Education &amp; Research (JIPMER), Puducherry\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Manipal Institute of Technology (MIT), Manipal  ,\n",
            "Delhi Technological University (DTU), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Bhabha Atomic Research Centre (BARC), Mumbai  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Jadavpur University, Kolkata\n",
            "National Power Training Institute (NPTI), Faridabad  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "National Institute of Technology (NIT), Warangal\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Christian Medical College (CMC), Vellore  ,\n",
            "Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry  ,\n",
            "Armed Forces Medical College (AFMC), Pune  ,\n",
            "Maulana Azad Medical College (MAMC), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Delhi ,\n",
            "Indian Institute of Technology (IIT), Madras ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Roorkee\n",
            "National Institute of Technology (NIT), Tiruchirappalli\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Malaviya National Institute of Technology (MNIT), Jaipur\n",
            "College of Engineering, Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Indian Institute of Technology (IIT), Roorkee\n",
            "National Institute of Technology (NIT), Tiruchirappalli\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Malaviya National Institute of Technology (MNIT), Jaipur\n",
            "College of Engineering, Pune\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Symbiosis Institute of Geoinformatics (SIG), Pune  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Anna University, Chennai  ,\n",
            "Amity University, Noida\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Surathkal  ,\n",
            "Anna University, Chennai  ,\n",
            "Jadavpur University, Kolkata\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Manipal Institute of Technology (MIT), Manipal  ,\n",
            "SRM Institute of Science and Technology, Chennai\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Visvesvaraya Technological University (VTU), Belgaum  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Anna University, Chennai\n",
            "National Institute of Electronics and Information Technology (NIELIT)  ,\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "-  ,\n",
            "-  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "School of Planning and Architecture (SPA), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Jadavpur University, Kolkata\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Netaji Subhas University of Technology (NSUT), Delhi\n",
            "Indian Institute of Toxicology Research (IITR), Lucknow,\n",
            "Jamia Hamdard University, New Delhi,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali,\n",
            "All India Institute of Medical Sciences (AIIMS), New Delhi,\n",
            "Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "Presidency University, Kolkata  ,\n",
            "University of Delhi, Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Anna University, Chennai\n",
            "University of Madras, Chennai  ,\n",
            "Goa University, Goa  ,\n",
            "Central University of Kerala, Kasaragod  ,\n",
            "Annamalai University, Tamil Nadu  ,\n",
            "North-Eastern Hill University, Shillong\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Christian Medical College (CMC), Vellore  ,\n",
            "Armed Forces Medical College (AFMC), Pune  ,\n",
            "Maulana Azad Medical College (MAMC), Delhi  ,\n",
            "Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Jawaharlal Nehru University (JNU), New Delhi  ,\n",
            "University of Hyderabad, Hyderabad  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Calcutta, Kolkata\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh  ,\n",
            "Jawaharlal Institute of Postgraduate Medical Education &amp; Research (JIPMER), Puducherry  ,\n",
            "Christian Medical College (CMC), Vellore  ,\n",
            "King George's Medical University (KGMU), Lucknow\n",
            "University of Delhi, Delhi  ,\n",
            "Loyola College, Chennai  ,\n",
            "Christ University, Bangalore  ,\n",
            "Fergusson College, Pune  ,\n",
            "St. Xavier's College, Mumbai\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Mysore, Mysore  ,\n",
            "University of Pune, Pune\n",
            "All India Institute of Medical Sciences (AIIMS), New Delhi  ,\n",
            "Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh  ,\n",
            "Jawaharlal Institute of Postgraduate Medical Education &amp; Research (JIPMER), Puducherry  ,\n",
            "Indian Veterinary Research Institute (IVRI), Bareilly  ,\n",
            "St. Xavier's College, Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali  ,\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Jamia Hamdard, New Delhi\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry  ,\n",
            "Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh  ,\n",
            "King George’s Medical University (KGMU), Lucknow  ,\n",
            "Sri Ramachandra Institute of Higher Education and Research, Chennai\n",
            "Indian Institute of Science (IISc), Bangalore ,\n",
            "Jawaharlal Nehru University (JNU), Delhi ,\n",
            "Banaras Hindu University (BHU), Varanasi ,\n",
            "University of Hyderabad, Hyderabad ,\n",
            "Amity University, Noida\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Film and Television Institute of India (FTII), Pune  ,\n",
            "Satyajit Ray Film and Television Institute (SRFTI), Kolkata  ,\n",
            "Whistling Woods International, Mumbai  ,\n",
            "Asian Academy of Film &amp; Television (AAFT), Noida  ,\n",
            "SAE Institute, Chennai\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "Visvesvaraya Technological University (VTU), Belgaum  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy   ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Hindustan Institute of Engineering Technology, Chennai  ,\n",
            "Indian Institute of Aeronautical Engineering, Dehradun  ,\n",
            "Institute of Aeronautical Engineering, Hyderabad  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore  ,\n",
            "Bharat Institute of Aeronautics, Patna\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "University of Delhi  ,\n",
            "University of Mumbai  ,\n",
            "University of Calcutta  ,\n",
            "Bangalore University  ,\n",
            "University of Madras\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Deccan College Post-Graduate and Research Institute, Pune  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "University of Calcutta, Kolkata  ,\n",
            "Maharaja Sayajirao University of Baroda, Vadodara  ,\n",
            "University of Madras, Chennai\n",
            "Indian Institute of Astrophysics, Bangalore  ,\n",
            "Tata Institute of Fundamental Research, Mumbai  ,\n",
            "Inter-University Centre for Astronomy and Astrophysics, Pune  ,\n",
            "Indian Institute of Science Education and Research, Pune  ,\n",
            "Indian Institute of Science, Bangalore\n",
            "International Institute for Population Sciences (IIPS), Mumbai  ,\n",
            "Jawaharlal Nehru University (JNU), Delhi  ,\n",
            "Indian Statistical Institute (ISI), Kolkata  ,\n",
            "Delhi School of Economics (DSE), Delhi  ,\n",
            "Tata Institute of Social Sciences (TISS), Mumbai\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Warangal  ,\n",
            "College of Engineering Pune (COEP)  ,\n",
            "Jadavpur University, Kolkata\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Tropical Meteorology (IITM), Pune  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "Savitribai Phule Pune University, Pune  ,\n",
            "Sardar Patel University, Gujarat\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Cochin University of Science and Technology (CUSAT), Kerala  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Andhra University, Visakhapatnam  ,\n",
            "Annamalai University, Tamil Nadu  ,\n",
            "Goa University, Goa\n",
            "Indian Statistical Institute, Kolkata  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "Osmania University, Hyderabad  ,\n",
            "University of Mysore, Mysore\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "University of Delhi, Delhi  ,\n",
            "University of Pune, Pune  ,\n",
            "Cochin University of Science and Technology, Kochi\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Warangal  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Delhi Technological University (DTU), Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Institute of Geoinformatics, Pune  ,\n",
            "Anna University, Chennai\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Bhabha Atomic Research Centre (BARC), Mumbai  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "National Institute of Technology (NIT), Rourkela\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "Indian Institute of Remote Sensing (IIRS), Dehradun  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Anna University, Chennai  ,\n",
            "National Institute of Technology (NIT), Warangal\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "National Institute of Technology (NIT), Warangal  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Delhi Technological University (DTU), Delhi  ,\n",
            "College of Engineering, Pune (COEP)\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Indian Institute of Engineering Science and Technology (IIEST), Shibpur  ,\n",
            "Birla Institute of Technology (BIT), Sindri  ,\n",
            "Indian School of Mines (ISM), Dhanbad\n",
            "Industrial Training Institute (ITI), Dhanbad  ,\n",
            "Industrial Training Institute (ITI), Rourkela  ,\n",
            "Industrial Training Institute (ITI), Bilaspur  ,\n",
            "Industrial Training Institute (ITI), Singrauli  ,\n",
            "Industrial Training Institute (ITI), Kolar\n",
            "Indian Institute of Technology (IIT), Madras,\n",
            "National Institute of Technology (NIT), Warangal,\n",
            "VIT University, Vellore,\n",
            "Manipal Institute of Technology (MIT), Manipal,\n",
            "SRM Institute of Science and Technology, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "All India Institute of Hygiene &amp; Public Health, Kolkata  ,\n",
            "National Institute of Health and Family Welfare, New Delhi\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "University of Delhi  ,\n",
            "Jawaharlal Nehru University (JNU), Delhi\n",
            "Indian Agricultural Research Institute (IARI), Delhi  ,\n",
            "Fergusson College, Pune  ,\n",
            "Loyola College, Chennai  ,\n",
            "St. Xavier's College, Mumbai  ,\n",
            "Christ University, Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER)  ,\n",
            "Manipal College of Pharmaceutical Sciences\n",
            "Institute of Chemical Technology (ICT), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "University of Delhi, Delhi  ,\n",
            "University of Calcutta, Kolkata  ,\n",
            "University of Madras, Chennai\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "University of Delhi, Delhi  ,\n",
            "University of Lucknow, Lucknow  ,\n",
            "Osmania University, Hyderabad  ,\n",
            "University of Madras, Chennai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "XLRI Xavier School of Management, Jamshedpur\n",
            "University of Delhi, Delhi  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "University of Calcutta, Kolkata  ,\n",
            "Bangalore University, Bangalore  ,\n",
            "University of Madras, Chennai\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Manipal Institute of Technology, Manipal  ,\n",
            "SRM Institute of Science and Technology, Chennai  ,\n",
            "Amity University, Noida\n",
            "All India Institute of Medical Sciences (AIIMS), Delhi  ,\n",
            "Post Graduate Institute of Medical Education and Research (PGIMER), Chandigarh  ,\n",
            "Christian Medical College (CMC), Vellore  ,\n",
            "King George's Medical University (KGMU), Lucknow  ,\n",
            "Institute of Medical Sciences (IMS), Banaras Hindu University (BHU), Varanasi\n",
            "University of Delhi, Delhi  ,\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "University of Calcutta, Kolkata  ,\n",
            "University of Mumbai, Mumbai  ,\n",
            "Jawaharlal Nehru University, Delhi\n",
            "University of Delhi, Delhi ,\n",
            "University of Calcutta, Kolkata ,\n",
            "University of Mysore, Mysore ,\n",
            "Hansraj College, Delhi ,\n",
            "Fergusson College, Pune\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Banaras Hindu University (BHU), Varanasi  ,\n",
            "University of Delhi, Delhi  ,\n",
            "Osmania University, Hyderabad\n",
            "Indian Institute of Science Education and Research (IISER), Kolkata  ,\n",
            "Indian Institute of Science Education and Research (IISER), Pune  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Rourkela\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Madras ,\n",
            "Indian Institute of Science (IISc), Bangalore ,\n",
            "Tata Institute of Fundamental Research (TIFR), Mumbai ,\n",
            "University of Delhi, Delhi\n",
            "Indian Institute of Technology (IIT), Bombay ,\n",
            "Indian Institute of Technology (IIT), Madras ,\n",
            "Indian Institute of Science (IISc), Bangalore ,\n",
            "Tata Institute of Fundamental Research (TIFR), Mumbai ,\n",
            "University of Delhi, Delhi\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "University of Delhi, Delhi\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli\n",
            "Indian Institute of Tropical Meteorology (IITM), Pune  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Andhra University, Vishakhapatnam  ,\n",
            "Savitribai Phule Pune University, Pune  ,\n",
            "Central University of Rajasthan, Ajmer\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Guwahati  ,\n",
            "Indian Institute of Technology (IIT), Roorkee  ,\n",
            "University of Delhi  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Pandit Deendayal Petroleum University (PDPU), Gandhinagar  ,\n",
            "Rajiv Gandhi Institute of Petroleum Technology (RGIPT), Rae Bareli  ,\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Anna University, Chennai  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "Delhi Technological University (DTU), Delhi\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Homi Bhabha National Institute (HBNI), Mumbai  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Manipal Institute of Technology (MIT), Manipal\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Pharmaceutical Education and Research (NIPER), Mohali  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Science (IISc), Bangalore\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Jadavpur University, Kolkata  ,\n",
            "Anna University, Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Institute of Science (IISc), Bangalore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "SP Jain Institute of Management and Research, Mumbai  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "S.P. Jain Institute of Management &amp; Research, Mumbai  ,\n",
            "Department of Management Studies (DMS), IIT Delhi  ,\n",
            "Indian Institute of Management (IIM), Bangalore\n",
            "Indian Institute of Management (IIM), Ahmedabad ,\n",
            "Indian School of Business (ISB), Hyderabad ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai ,\n",
            "Indian Institute of Technology (IIT), Delhi ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune\n",
            "Rajiv Gandhi National Aviation University, Amethi  ,\n",
            "National Institute of Aeronautical Engineering, Dehradun  ,\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Hindustan Institute of Technology and Science, Chennai  ,\n",
            "Amity University, Noida\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Symbiosis Centre for Management and Human Resource Development (SCMHRD), Pune  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "XLRI - Xavier School of Management, Jamshedpur  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "National Institute of Aeronautical Engineering (NIAE), Dehradun  ,\n",
            "Hindustan Institute of Technology and Science (HITS), Chennai  ,\n",
            "Rajiv Gandhi Memorial College of Aeronautics (RGMCA), Jaipur  ,\n",
            "Indian Institute of Aeronautical Science (IIAS), Kolkata  ,\n",
            "Bharat Institute of Aeronautics (BIA), Patna\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Rae Bareli  ,\n",
            "National Institute of Aeronautical Engineering (NIAE), Dehradun  ,\n",
            "Indian Institute of Aeronautics (IIA), New Delhi  ,\n",
            "Hindustan Institute of Technology and Science (HITS), Chennai  ,\n",
            "Bombay Flying Club, Mumbai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Space Science and Technology (IIST), Thiruvananthapuram  ,\n",
            "Madras Institute of Technology (MIT), Chennai\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Rae Bareli  ,\n",
            "National Flying Training Institute (NFTI), Gondia  ,\n",
            "Rajiv Gandhi Academy of Aviation Technology (RAGAAT), Thiruvananthapuram  ,\n",
            "Bombay Flying Club’s College of Aviation, Mumbai  ,\n",
            "Ahmedabad Aviation and Aeronautics Ltd (AAA), Ahmedabad\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Rae Bareli  ,\n",
            "Rajiv Gandhi Academy of Aviation Technology, Thiruvananthapuram  ,\n",
            "National Flying Training Institute (NFTI), Gondia  ,\n",
            "Bombay Flying Club, Mumbai  ,\n",
            "Ahmedabad Aviation &amp; Aeronautics Ltd., Ahmedabad\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Hindustan Institute of Technology and Science, Chennai  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Rajiv Gandhi Aviation Academy, Secunderabad  ,\n",
            "Nehru College of Aeronautics and Applied Science, Coimbatore\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Rae Bareli  ,\n",
            "National Flying Training Institute (NFTI), Gondia  ,\n",
            "Bombay Flying Club, Mumbai  ,\n",
            "Madhya Pradesh Flying Club (MPFC), Indore  ,\n",
            "Orient Flight School, Pondicherry\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Uttar Pradesh  ,\n",
            "National Flying Training Institute (NFTI), Madhya Pradesh  ,\n",
            "Ahmedabad Aviation &amp; Aeronautics Ltd. (AAA), Gujarat  ,\n",
            "Bombay Flying Club (BFC), Maharashtra  ,\n",
            "Madhya Pradesh Flying Club (MPFC), Madhya Pradesh\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Hindustan Institute of Technology and Science, Chennai  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore  ,\n",
            "Rajiv Gandhi Memorial Institute of Technology, Bangalore  ,\n",
            "Bharat Institute of Aeronautics, Patna\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Raebareli  ,\n",
            "National Flying Training Institute (NFTI), Gondia  ,\n",
            "Ahmedabad Aviation &amp; Aeronautics Ltd. (AAA), Ahmedabad  ,\n",
            "Bombay Flying Club, Mumbai  ,\n",
            "Madhya Pradesh Flying Club (MPFC), Indore\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Hindustan Institute of Engineering Technology, Chennai  ,\n",
            "Indian Institute of Aircraft Engineering, New Delhi  ,\n",
            "Bharat Institute of Aeronautics, Patna  ,\n",
            "Rajiv Gandhi Aviation Academy, Secunderabad\n",
            "Indira Gandhi Rashtriya Uran Akademi, Rae Bareilly,\n",
            "Rajiv Gandhi Academy for Aviation Technology, Thiruvananthapuram,\n",
            "Ahmedabad Aviation &amp; Aeronautics, Ahmedabad\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Marine Engineering &amp; Research Institute (MERI), Kolkata  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Vels Academy of Maritime Studies, Chennai  ,\n",
            "Great Eastern Institute of Maritime Studies, Mumbai\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Tolani Maritime Institute (TMI), Pune  ,\n",
            "Vels Academy of Maritime Studies, Chennai  ,\n",
            "Coimbatore Marine College (CMC), Coimbatore\n",
            "\"Environment\"  : \"Onboard a ship, in all weather conditions.\",\n",
            "\"Hours\"  : \"Irregular hours, including nights, weekends, and holidays.\",\n",
            "\"Interaction\"  : \"Regular interaction with the ship's crew, port authorities, and inspectors.\",\n",
            "\"Travel\"  : \"Extensive travel, often for long periods at sea.\",\n",
            "\"Remote Work\"  : \"-\",\n",
            "\"Job Opportunities\"  : \"Opportunities in shipping companies, maritime agencies, and cruise lines.\",\n",
            "\"Learning Curve\"  : \"Continuous learning to keep up with maritime regulations and advances in navigation and safety technology.\"\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Tolani Maritime Institute (TMI), Pune  ,\n",
            "Maharashtra Academy of Naval Education and Training (MANET), Pune  ,\n",
            "Vels Academy of Maritime Studies, Chennai\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Vels Academy of Maritime Studies, Chennai  ,\n",
            "Samundra Institute of Maritime Studies, Mumbai  ,\n",
            "The Great Eastern Institute of Maritime Studies, Mumbai\n",
            "Indian Maritime University (IMU)  ,\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Vels Academy of Maritime Studies, Chennai  ,\n",
            "Coimbatore Marine College, Coimbatore\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi  ,\n",
            "SP Jain Institute of Management and Research, Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi  ,\n",
            "SP Jain Institute of Management and Research, Mumbai\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Symbiosis Centre for Management and HRD (SCMHRD), Pune  ,\n",
            "Xavier Labour Relations Institute (XLRI), Jamshedpur\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Government Polytechnic, Pune  ,\n",
            "Government Polytechnic, Lucknow  ,\n",
            "-,\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "-  ,\n",
            "Industrial Training Institute (ITI), Various locations  ,\n",
            "Polytechnic Institutes, Various locations\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Government ITI, Mumbai  ,\n",
            "Advanced Training Institute, Chennai  ,\n",
            "National Skill Training Institute, Kolkata  ,\n",
            "Industrial Training Institute, Bengaluru  -\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Vellore Institute of Technology (VIT), Vellore  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Technology (IIT), Bombay\n",
            "Industrial Training Institutes (ITIs) across India offer courses in Automobile/Mechanic Motor Vehicle.\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Ahmedabad\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Symbiosis Institute of Business Management (SIBM), Pune\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Faculty of Management Studies (FMS), Delhi  ,\n",
            "SP Jain Institute of Management and Research (SPJIMR), Mumbai\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune  ,\n",
            "Birla Institute of Management Technology (BIMTECH), Greater Noida  ,\n",
            "K.J. Somaiya Institute of Management Studies and Research, Mumbai  ,\n",
            "Loyola Institute of Business Administration (LIBA), Chennai\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "National Institute of Technology (NIT), Trichy  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Vellore Institute of Technology (VIT), Vellore\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune  ,\n",
            "Birla Institute of Management Technology (BIMTECH), Greater Noida  ,\n",
            "K.J. Somaiya Institute of Management Studies and Research, Mumbai  ,\n",
            "Loyola Institute of Business Administration (LIBA), Chennai\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "Industrial Training Institute (ITI), Bangalore  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi\n",
            "Environment  :   Mostly outdoors, at construction sites, warehouses, or film sets.  ,\n",
            "Hours  :   Standard work hours, with potential for overtime depending on project deadlines.  ,\n",
            "Interaction  :   Regular interaction with team members, including truck drivers, construction workers, and site supervisors.  ,\n",
            "Travel  :   Minimal travel, mostly within the worksite.  ,\n",
            "Remote Work  :   Not applicable for this role.  ,\n",
            "Job Opportunities  :   Opportunities in sectors like construction, warehousing, and film production.  ,\n",
            "Learning Curve  :   Requires training and practice to operate the equipment safely and efficiently.\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai\n",
            "Environment  :   Outdoor settings, often in construction sites, docks, or shipyards.  ,\n",
            "Hours  :   Irregular hours, with potential for overtime and weekend work.  ,\n",
            "Interaction  :   Regular interaction with ground crew, supervisors, and other equipment operators.  ,\n",
            "Travel  :   Minimal travel, mostly between local job sites.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Demand across construction, manufacturing, and shipping industries.  ,\n",
            "Learning Curve  :   On-the-job training and continuous learning for safety and equipment updates.\n",
            "Industrial Training Institute (ITI), Various Locations  ,\n",
            "Government Polytechnic, Various Locations\n",
            "Government Industrial Training Institute, Mumbai  ,\n",
            "Don Bosco Industrial Training Institute, Bangalore  ,\n",
            "St. Xavier's Technical Institute, Mumbai  ,\n",
            "Government Industrial Training Institute, Chennai  ,\n",
            "Government Industrial Training Institute, Delhi\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Environment  :   Construction sites, ports, manufacturing plants, and other industrial settings.  ,\n",
            "Hours  :   Variable work hours, often including nights and weekends.  ,\n",
            "Interaction  :   Regular interaction with ground crew and construction personnel.  ,\n",
            "Travel  :   Occasional travel between job sites.  ,\n",
            "Remote Work  :   Not applicable.  ,\n",
            "Job Opportunities  :   Opportunities in construction, transportation, and manufacturing sectors.  ,\n",
            "Learning Curve  :   Requires on-the-job training and practical experience.\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Raebareli  ,\n",
            "Rajiv Gandhi Academy for Aviation Technology, Thiruvananthapuram  ,\n",
            "National Institute of Aeronautical Engineering, Dehradun  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore  ,\n",
            "Amity University, Noida\n",
            "\"Indian Institute of Management (IIM), Ahmedabad\"  ,\n",
            "\"Indian Institute of Management (IIM), Bangalore\"  ,\n",
            "\"Indian Institute of Management (IIM), Calcutta\"  ,\n",
            "\"Faculty of Management Studies (FMS), Delhi\"  ,\n",
            "\"Symbiosis Centre for Management and HRD (SCMHRD), Pune\"\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Indian Institute of Aerospace Technology and Management, Hyderabad  ,\n",
            "Rajiv Gandhi Aviation Academy, Secunderabad  ,\n",
            "Indian Aviation Academy, Mumbai  ,\n",
            "Wingsss Aviation and Hospitality, Pune\n",
            "Maritime Training Institute, Mumbai  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "AMET University, Chennai  ,\n",
            "Indian Maritime University, Chennai  ,\n",
            "Vels Academy of Maritime Studies, Chennai\n",
            "Indian Maritime University, Chennai  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Amity School of Maritime Studies and Research, Noida  ,\n",
            "Marine Engineering &amp; Research Institute, Kolkata  ,\n",
            "Rajiv Gandhi National Aviation University, Amethi  ,\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Hindustan Institute of Technology and Science, Chennai  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore  ,\n",
            "Indira Gandhi Rashtriya Uran Akademi, Rae Bareli\n",
            "High demand for roles in major airports  ,\n",
            "Chances for career growth and progression  ,\n",
            "Opportunities to work with diverse teams\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "SP Jain Institute of Management and Research, Mumbai\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Symbiosis Centre for Distance Learning (SCDL), Pune  ,\n",
            "Amity University, Noida  ,\n",
            "Institute of Logistics and Aviation Management (ILAM), Mumbai\n",
            "University of Petroleum and Energy Studies (UPES), Dehradun  ,\n",
            "Hindustan Institute of Technology and Science, Chennai  ,\n",
            "Amity University, Noida  ,\n",
            "Lovely Professional University (LPU), Jalandhar  ,\n",
            "Jain University, Bangalore\n",
            "Indian Institute of Logistics, Chennai  ,\n",
            "Amity University, Noida  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Indira Gandhi National Open University (IGNOU), New Delhi\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Foreign Trade (IIFT), New Delhi  ,\n",
            "Symbiosis Centre for Distance Learning (SCDL), Pune\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "School of Planning and Architecture, Delhi  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Tiruchirappalli  ,\n",
            "Birla Institute of Technology (BIT), Mesra  ,\n",
            "CEPT University, Ahmedabad\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Indian Institute of Logistics, Chennai  ,\n",
            "Amity University, Noida  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Symbiosis Institute of International Business, Pune  ,\n",
            "Narsee Monjee Institute of Management Studies, Mumbai\n",
            "Indian Institute of Logistics, Chennai  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Centre for Distance Learning, Pune  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Annamalai University, Tamil Nadu\n",
            "Indian Institute of Material Management, Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Symbiosis Institute of International Business, Pune  ,\n",
            "Birla Institute of Management Technology, Greater Noida\n",
            "Amity Global Business School, Noida  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Christ University, Bangalore  ,\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune\n",
            "Indian Institute of Logistics, Chennai ,\n",
            "Symbiosis Centre for Distance Learning, Pune ,\n",
            "Amity University, Noida ,\n",
            "Lovely Professional University, Punjab ,\n",
            "Narsee Monjee Institute of Management Studies, Mumbai\n",
            "Frankfinn Institute of Air Hostess Training  ,\n",
            "Air Hostess Academy (AHA), Delhi  ,\n",
            "Indira Gandhi Institute of Aeronautics (IGIA), Chandigarh  ,\n",
            "Universal Aviation Academy, Chennai  ,\n",
            "Rajiv Gandhi Memorial College of Aeronautics, Jaipur\n",
            "Hindustan Institute of Engineering Technology, Chennai  ,\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Punjab Aircraft Maintenance Engineering College, Patiala  ,\n",
            "Sha-Shib Aviation Academy, Cochin  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore\n",
            "Hindustan Institute of Engineering Technology (HIET), Chennai  ,\n",
            "Indian Institute of Aeronautics, New Delhi  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore  ,\n",
            "Rajiv Gandhi Aviation Academy, Secunderabad  ,\n",
            "VSM Aerospace, Bangalore\n",
            "Institute of Aeronautical Engineering (IARE), Hyderabad  ,\n",
            "Hindustan Institute of Engineering Technology (HIET), Chennai  ,\n",
            "Indian Institute of Aeronautics (IIA), New Delhi  ,\n",
            "Bharat Institute of Aeronautics (BIA), Patna  ,\n",
            "Nehru College of Aeronautics and Applied Science, Coimbatore\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Raebareli  ,\n",
            "Rajiv Gandhi Academy for Aviation Technology (RAGAAT), Thiruvananthapuram  ,\n",
            "National Institute of Aeronautical Engineering (NIAE), Dehradun  ,\n",
            "Hindustan Institute of Technology and Science (HITS), Chennai  ,\n",
            "Indian Institute of Aeronautics (IIA), New Delhi\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Rae Bareli  ,\n",
            "National Institute of Aeronautical Engineering (NIAE), Dehradun  ,\n",
            "Rajiv Gandhi Academy for Aviation Technology (RAGAAT), Trivandrum  ,\n",
            "Indian Institute of Aeronautics (IIA), New Delhi  ,\n",
            "Nehru College of Aeronautics and Applied Sciences, Coimbatore\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian School of Business (ISB), Hyderabad  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "Delhi University, Faculty of Music and Fine Arts  ,\n",
            "Visva Bharati University, Sangit Bhavana  ,\n",
            "Banaras Hindu University, Faculty of Performing Arts  ,\n",
            "Madras Music Academy  ,\n",
            "Calcutta School of Music\n",
            "Indian Railways Institute of Transport Management, Lucknow  ,\n",
            "Indian Railways Institute of Mechanical and Electrical Engineering, Jamalpur  ,\n",
            "Indian Railways Institute of Civil Engineering, Pune  ,\n",
            "Indian Railways Institute of Railway Protection Force, Lucknow  ,\n",
            "Indian Railways Institute of Signal Engineering and Telecommunications, Secunderabad\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Industrial Training Institute (ITI), Various Locations across India  ,\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Institute of Rail Transport, New Delhi ,\n",
            "Indian Railways Institute of Mechanical and Electrical Engineering, Jamalpur ,\n",
            "Indian Railways Institute of Civil Engineering, Pune\n",
            "Institute of Rail Transport, New Delhi  ,\n",
            "National Academy of Indian Railways, Vadodara  ,\n",
            "Indian Railways Institute of Logistics &amp; Materials Management, New Delhi\n",
            "Institute of Rail Transport, New Delhi  ,\n",
            "National Academy of Indian Railways, Vadodara  ,\n",
            "National Rail and Transportation Institute, Vadodara  ,\n",
            "Indian Railways Institute of Transport Management, Lucknow  ,\n",
            "Indian Railway Institute of Civil Engineering, Pune\n",
            "Institute of Rail Transport, New Delhi  ,\n",
            "National Academy of Indian Railways, Vadodara  ,\n",
            "Indian Railway Institute of Transportation Management, Lucknow\n",
            "Amity Global Business School, Noida  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Christ University, Bangalore  ,\n",
            "Indian Institute of Foreign Trade (IIFT), Delhi  ,\n",
            "Symbiosis Institute of International Business (SIIB), Pune\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Great Eastern Institute of Maritime Studies, Lonavala  ,\n",
            "TS Chanakya, Navi Mumbai  ,\n",
            "Indian Maritime University, Chennai\n",
            "Indian Maritime University (IMU), Chennai ,\n",
            "Tolani Maritime Institute (TMI), Pune ,\n",
            "Vels Academy of Maritime Studies, Chennai ,\n",
            "AMET University, Chennai ,\n",
            "Marine Engineering and Research Institute (MERI), Kolkata\n",
            "Marine Engineering and Research Institute, Kolkata  ,\n",
            "Indian Maritime University, Chennai  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Vels University, Chennai  ,\n",
            "Coimbatore Marine College, Coimbatore\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Vels Academy of Maritime Studies, Chennai  ,\n",
            "Coimbatore Marine College, Coimbatore  ,\n",
            "Tolani Maritime Institute, Pune\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Tolani Maritime Institute (TMI), Pune  ,\n",
            "Marine Engineering and Research Institute (MERI), Kolkata  ,\n",
            "Cochin University of Science and Technology (CUSAT), Kochi  ,\n",
            "Vels Academy of Maritime Studies, Chennai\n",
            "Tolani Maritime Institute, Pune ,\n",
            "Marine Engineering and Research Institute, Kolkata ,\n",
            "Great Eastern Institute of Maritime Studies, Mumbai ,\n",
            "Indian Maritime University, Chennai ,\n",
            "Vels Academy of Maritime Education and Training, Chennai\n",
            "Indian Maritime University, Chennai  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Marine Engineering and Research Institute, Kolkata  ,\n",
            "Samundra Institute of Maritime Studies, Mumbai  ,\n",
            "Great Eastern Institute of Maritime Studies, Mumbai\n",
            "Environment  :   Factory or warehouse setting.  ,\n",
            "Hours  :   Shift-based work hours, often including night shifts.  ,\n",
            "Interaction  :   Regular interaction with other team members and supervisors.  ,\n",
            "Travel  :   Negligible to none.  ,\n",
            "Remote Work  :   Not applicable, as physical presence is required for handling material.  ,\n",
            "Job Opportunities  :   Opportunities in textile industries, factories, and warehouses.  ,\n",
            "Learning Curve  :   On-the-job training is common; experience improves efficiency and safety.\n",
            "Industrial Training Institutes (ITIs) across India\n",
            "Government ITI, Cuttack  ,\n",
            "Government ITI, Berhampur  ,\n",
            "Dr. B.R. Ambedkar ITI, Bhubaneswar -\n",
            "Indian Institute of Logistics, Chennai  ,\n",
            "National Institute of Logistics and Supply Chain Management, Mumbai  ,\n",
            "Delhi School of Business, Delhi  ,\n",
            "Amity University, Noida  ,\n",
            "Lovely Professional University (LPU), Jalandhar\n",
            "Amity University  ,\n",
            "Symbiosis Institute of Business Management  ,\n",
            "Indian Institute of Materials Management (IIMM)  ,\n",
            "National Institute of Industrial Engineering (NITIE)  ,\n",
            "Indian Institute of Management (IIM)\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Industrial Training Institute (ITI), Mumbai  ,\n",
            "Industrial Training Institute (ITI), Chennai  ,\n",
            "Industrial Training Institute (ITI), Kolkata  ,\n",
            "Industrial Training Institute (ITI), Bangalore\n",
            "Indira Gandhi National Open University (IGNOU), New Delhi  ,\n",
            "University of Calcutta, Kolkata  ,\n",
            "University of Delhi, Delhi  ,\n",
            "University of Mumbai, Mumbai  ,\n",
            "University of Madras, Chennai\n",
            "Industrial Training Institutes (ITI) across India\n",
            "Industrial Training Institute (ITI), All over India  ,\n",
            "Polytechnic Colleges, All over India\n",
            "Indian Institute of Management (IIM), Ahmedabad  ,\n",
            "Indian Institute of Management (IIM), Bangalore  ,\n",
            "Indian Institute of Management (IIM), Calcutta  ,\n",
            "Xavier School of Management (XLRI), Jamshedpur  ,\n",
            "Faculty of Management Studies (FMS), Delhi\n",
            "Indian Institute of Travel and Tourism Management, Gwalior  ,\n",
            "Amity Institute of Travel &amp; Tourism, Noida  ,\n",
            "Christ University, Bangalore  ,\n",
            "Keshav Mahavidyalaya, Delhi University  ,\n",
            "Banaras Hindu University, Varanasi\n",
            "Banaras Hindu University, Varanasi  ,\n",
            "Lovely Professional University, Punjab  ,\n",
            "Amity University, Noida\n",
            "-  ,\n",
            "National Institute of Fashion Technology (NIFT), Mumbai  ,\n",
            "Symbiosis Institute of Operations Management (SIOM), Nashik  ,\n",
            "Indian Institute of Materials Management (IIMM), Navi Mumbai  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "National Institute of Industrial Engineering (NITIE), Mumbai\n",
            "Physical Activity ,\n",
            "Variety of Tasks ,\n",
            "Essential Role in Supply Chain ,\n",
            "Opportunities for Overtime\n",
            "Institute of Logistics and Aviation Management, Mumbai  ,\n",
            "Amity University, Noida  ,\n",
            "Symbiosis Institute of International Business, Pune  ,\n",
            "Indian Maritime University, Chennai  ,\n",
            "National Institute of Port Management, Chennai\n",
            "Amity University  ,\n",
            "Symbiosis Institute of Business Management  ,\n",
            "Indian Institute of Materials Management (IIMM)  ,\n",
            "National Institute of Industrial Engineering (NITIE)  ,\n",
            "Indian Institute of Management (IIM)\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Uttar Pradesh  ,\n",
            "National Flying Training Institute (NFTI), Madhya Pradesh  ,\n",
            "Bombay Flying Club, Mumbai  ,\n",
            "Madras Flying Club, Chennai  ,\n",
            "Ahmedabad Aviation &amp; Aeronautics (AAA), Ahmedabad\n",
            "Indian Institute of Aeronautics, Delhi  ,\n",
            "Hindustan Institute of Engineering Technology, Chennai  ,\n",
            "Indian Institute of Aircraft Engineering, Mumbai  ,\n",
            "Bharat Institute of Aeronautics, Patna  ,\n",
            "Wingsss Aviation and Hospitality, Pune\n",
            "Indira Gandhi Rashtriya Uran Akademi (IGRUA), Rae Bareli  ,\n",
            "Bombay Flying Club, Mumbai  ,\n",
            "Rajiv Gandhi Academy of Aviation Technology, Kerala  ,\n",
            "Ahmedabad Aviation &amp; Aeronautics Ltd., Ahmedabad  ,\n",
            "Madras Flying Club, Chennai\n",
            "Tata Institute of Social Sciences (TISS), Mumbai  ,\n",
            "Delhi School of Social Work, University of Delhi  ,\n",
            "Madras School of Social Work, Chennai  ,\n",
            "Loyola College of Social Sciences, Thiruvananthapuram  ,\n",
            "Department of Social Work, Christ University, Bangalore\n",
            "Industrial Training Institutes (ITIs) across India  ,\n",
            "Polytechnic Colleges across India\n",
            "Indian Institute of Technology (IIT), Bombay  ,\n",
            "Indian Institute of Technology (IIT), Delhi  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Birla Institute of Technology and Science (BITS), Pilani  ,\n",
            "National Institute of Technology (NIT), Trichy\n",
            "Coido  ,\n",
            "Michelin  ,\n",
            "Windek  ,\n",
            "Bergmann  ,\n",
            "Goodyear\n",
            "Industrial Training Institute (ITI), Delhi  ,\n",
            "Government Polytechnic, Mumbai  ,\n",
            "Dr. B.R. Ambedkar Institute of Technology, Port Blair  ,\n",
            "Government Polytechnic, Lucknow  ,\n",
            "Women's Polytechnic, Kolkata\n",
            "T S Rahaman, Mumbai  ,\n",
            "NUSI Maritime Academy, Goa  ,\n",
            "Maritime Training Institute, Mumbai  ,\n",
            "Euro Tech Maritime Academy, Kochi  ,\n",
            "International Maritime Institute, Greater Noida\n",
            "T S Rahaman, Mumbai  ,\n",
            "NUSI Maritime Academy, Goa  ,\n",
            "Maritime Training Institute, Mumbai  ,\n",
            "Euro Tech Maritime Academy, Kochi  ,\n",
            "International Maritime Institute, Greater Noida\n",
            "Institute of Hotel Management, Catering and Nutrition (IHM), Pusa, New Delhi  ,\n",
            "Welcomgroup Graduate School of Hotel Administration (WGSHA), Manipal  ,\n",
            "Institute of Hotel Management (IHM), Mumbai  ,\n",
            "Institute of Hotel Management (IHM), Bangalore  ,\n",
            "Institute of Hotel Management (IHM), Chennai\n",
            "Marine Engineering &amp; Research Institute (MERI), Kolkata  ,\n",
            "Tolani Maritime Institute, Pune  ,\n",
            "Indian Maritime University (IMU), Chennai  ,\n",
            "Great Eastern Institute of Maritime Studies, Mumbai  ,\n",
            "Samundra Institute of Maritime Studies, Mumbai\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Anna University, Chennai  ,\n",
            "Indian Institute of Technology (IIT), Kharagpur  ,\n",
            "National Institute of Technology (NIT), Rourkela  ,\n",
            "Visvesvaraya National Institute of Technology (VNIT), Nagpur  ,\n",
            "Anna University, Chennai  ,\n",
            "National Rail and Transportation Institute, Vadodara  ,\n",
            "Indian Institute of Technology (IIT), Kanpur  ,\n",
            "Indian Institute of Technology (IIT), Madras  ,\n",
            "Indian Railway Institute of Civil Engineering, Pune  ,\n",
            "Indian Railway Institute of Mechanical &amp; Electrical Engineering, Jamalpur\n",
            "Skipping row 3667 due to non-string value: nan\n",
            "Skipping row 3668 due to non-string value: nan\n",
            "Cleaned college names have been written to cleaned_colleges.csv.\n"
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "personality=dev_data['Famous Personalities']"
      ],
      "metadata": {
        "id": "upr4Y80iMhUX"
      },
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "personality.head()"
      ],
      "metadata": {
        "id": "jO0yZX5wDt2r",
        "outputId": "f4f470f7-4d16-45a6-83f9-e9a7df0803bd",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 241
        }
      },
      "execution_count": null,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "0    Dr. Mihir Shah (Former Member, Planning Commis...\n",
              "1    Verghese Kurien (Father of the White Revolutio...\n",
              "2                            -  ,\\n  -  ,\\n  -  ,\\n  -\n",
              "3                                                    -\n",
              "4    Dr. Vallabhbhai Kathiria (Chairman, Rashtriya ...\n",
              "Name: Famous Personalities, dtype: object"
            ],
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
              "        vertical-align: middle;\n",
              "    }\n",
              "\n",
              "    .dataframe tbody tr th {\n",
              "        vertical-align: top;\n",
              "    }\n",
              "\n",
              "    .dataframe thead th {\n",
              "        text-align: right;\n",
              "    }\n",
              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>Famous Personalities</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>Dr. Mihir Shah (Former Member, Planning Commis...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>Verghese Kurien (Father of the White Revolutio...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>-  ,\\n  -  ,\\n  -  ,\\n  -</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>-</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>Dr. Vallabhbhai Kathiria (Chairman, Rashtriya ...</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div><br><label><b>dtype:</b> object</label>"
            ]
          },
          "metadata": {},
          "execution_count": 65
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    {
      "cell_type": "code",
      "source": [],
      "metadata": {
        "id": "4v0vgKAVDwmD"
      },
      "execution_count": null,
      "outputs": []
    }
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}