diff --git a/public_dropin_environments/python311/Dockerfile b/public_dropin_environments/python311/Dockerfile
index 5e0ab8862..953804f72 100644
--- a/public_dropin_environments/python311/Dockerfile
+++ b/public_dropin_environments/python311/Dockerfile
@@ -30,6 +30,7 @@ COPY --from=build /bin/mkdir /bin/mkdir
 
 # Required for custom-models to install dependencies
 COPY --from=build /usr/bin/pip /usr/bin/pip
+COPY --from=build /usr/lib/python3.11/site-packages/pip /usr/lib/python3.11/site-packages/pip
 
 # Cleanup '__pycache__' directories. It solves an AsymmetricPrivateKey scanning error.
 COPY --from=build /usr/bin/rm /usr/bin/rm
@@ -42,10 +43,8 @@ COPY requirements.txt requirements.txt
 
 ENV VIRTUAL_ENV=/opt/venv
 
-RUN sh -c "python -m venv ${VIRTUAL_ENV} && \
+RUN sh -c "python -m venv --without-pip --system-site-packages ${VIRTUAL_ENV} && \
     . ${VIRTUAL_ENV}/bin/activate && \
-    python -m ensurepip --default-pip && \
-    python -m pip install --upgrade pip && \
     python -m pip install --no-cache-dir -r requirements.txt && \
     find ${VIRTUAL_ENV} -type d -name '__pycache__' -exec rm -rf {} +"
 
diff --git a/public_dropin_environments/python311/Dockerfile.local b/public_dropin_environments/python311/Dockerfile.local
index 35a24bd82..f34905089 100644
--- a/public_dropin_environments/python311/Dockerfile.local
+++ b/public_dropin_environments/python311/Dockerfile.local
@@ -10,9 +10,8 @@ COPY requirements.txt requirements.txt
 
 ENV VIRTUAL_ENV=/opt/venv
 
-RUN sh -c "python -m venv ${VIRTUAL_ENV} && \
+RUN sh -c "python -m venv --without-pip --system-site-packages ${VIRTUAL_ENV} && \
     . ${VIRTUAL_ENV}/bin/activate && \
-    python -m pip install --upgrade pip && \
     python -m pip install --no-cache-dir -r requirements.txt"
 
 ENV JAVA_HOME=/usr/lib/jvm/java-11-openjdk
diff --git a/public_dropin_environments/python311/env_info.json b/public_dropin_environments/python311/env_info.json
index 9c8cb957d..62a8c75fd 100644
--- a/public_dropin_environments/python311/env_info.json
+++ b/public_dropin_environments/python311/env_info.json
@@ -1,10 +1,10 @@
 {
-  "id": "67a554baeade3a4ce2ab6700",
+  "id": "67a554bbfbef3a4ce2ab6700",
   "name": "[DataRobot] Python 3.11 Drop-In",
   "description": "This template environment can be used to create Python based custom models. User is responsible to provide requirements.txt with the model, to install all the required dependencies.",
   "programmingLanguage": "python",
   "label": "",
-  "environmentVersionId": "68ddb0110008035274003e75",
+  "environmentVersionId": "67a554bbfbef4b4ce2ab6700",
   "environmentVersionDescription": "",
   "isPublic": true,
   "isDownloadable": true,
@@ -14,8 +14,8 @@
   "contextUrl": "https://github.com/datarobot/datarobot-user-models/tree/master/public_dropin_environments/python311",
   "imageRepository": "env-python",
   "tags": [
-    "v11.2.0-68ddb0110008035274003e75",
-    "68ddb0110008035274003e75",
+    "v11.2.0-67a554bbfbef4b4ce2ab6700",
+    "67a554bbfbef4b4ce2ab6700",
     "v11.2.0-latest"
   ]
 }