diff --git a/pysr/julia_helpers.py b/pysr/julia_helpers.py
index 5a61a1af9..43abe8bb8 100644
--- a/pysr/julia_helpers.py
+++ b/pysr/julia_helpers.py
@@ -118,7 +118,11 @@ def _import_error():
 def _process_julia_project(julia_project):
     if julia_project is None:
         is_shared = True
-        processed_julia_project = f"pysr-{__version__}"
+        juliainfo = _load_juliainfo()
+        julia_version = ".".join(
+            map(str, (juliainfo.version_major, juliainfo.version_minor))
+        )
+        processed_julia_project = f"pysr-{__version__}-jl-{julia_version}"
     elif julia_project[0] == "@":
         is_shared = True
         processed_julia_project = julia_project[1:]