diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 13775964..326f0d4c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -14,16 +14,23 @@ concurrency: # Cancel any existing runs of this workflow for this same PR
 
 jobs:
   test:
-    runs-on: "ubuntu-20.04"
+    runs-on: ubuntu-latest
+    container:
+      image: docker/compose:
     env:
       NAUTOBOT_VER: "2.3.1"
       PYTHON_VER: "3.11"
     steps:
       - name: "Get go-nautobot code"
         uses: actions/checkout@v3
+      - name: "Set up Docker Compose"
+        run: |
+          curl -L "https://github.com/docker/compose/releases/download/v2.29.2/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
+          chmod +x /usr/local/bin/docker-compose
       - name: "Run tests"
-        run: "cd development"
-        run: "docker-compose --project-name go_nautobot -f docker-compose.yml up --build --abort-on-container-exit --exit-code-from oapi"
+        run: |
+          cd development
+          docker-compose --project-name go_nautobot -f docker-compose.yml up --build --abort-on-container-exit --exit-code-from oapi
         env:
           NAUTOBOT_URL: "http://nautobot:8080/api/"
           NAUTOBOT_TOKEN: "0123456789abcdef0123456789abcdef01234567"