diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 4c37f8f2..ba9dd7ad 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -9,6 +9,13 @@ jobs:
   codejail_ci:
     name: tests
     runs-on: ubuntu-20.04
+    strategy:
+      matrix:
+        include:
+          - python_version: '3.8'
+            docker_tag: latest
+          - python_version: '3.11'
+            docker_tag: '3.11'
 
     steps:
       - uses: actions/checkout@v2
@@ -24,15 +31,16 @@ jobs:
         uses: aws-actions/amazon-ecr-login@v1
 
       - name: Parse custom apparmor profile
-        run: sudo apparmor_parser -r -W apparmor-profiles/home.sandbox.codejail_sandbox-python3.8.bin.python
-        
+        run: sudo apparmor_parser -r -W apparmor-profiles/home.sandbox.codejail_sandbox-python${{ matrix.python_version }}.bin.python
+
       - name: Pull codejail CI image
         run: docker pull 257477529851.dkr.ecr.us-east-1.amazonaws.com/openedx-codejail:latest
 
       - name: Build latest code changes into CI image
         run: |
           docker build --cache-from 257477529851.dkr.ecr.us-east-1.amazonaws.com/openedx-codejail \
-            -t 257477529851.dkr.ecr.us-east-1.amazonaws.com/openedx-codejail .
+            -t 257477529851.dkr.ecr.us-east-1.amazonaws.com/openedx-codejail \
+            --build-arg python_version=${{ matrix.python_version }} .
 
       - name: Run container with custom apparmor profile and codejail CI image
         run: |
@@ -41,7 +49,7 @@ jobs:
 
       - name: Run Non Proxy Tests
         run: docker exec -t codejail bash -c 'make clean && make test_no_proxy'
-          
+
       - name: Run Proxy Tests
         run: docker exec -t codejail bash -c 'make clean && make test_proxy'