diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index b106da6..c491117 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,3 +1,5 @@
+image: python:3.6-stretch
+
 stages:
   - test
 
@@ -5,6 +7,6 @@ test-openbackloggery:
   type: test
   script:
     - apt-get update -qy
-    - apt-get install -y python3-dev python-pip
-    - pip install -r requirements.txt
-    - python manage.py test
+    - apt-get install -y python3-dev python3-pip
+    - pip3 install -r requirements.txt
+    - cd collection && python3 manage.py test