diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4190a6f..f3af983 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -97,8 +97,6 @@ docker-build:
       fi
     - docker build --pull -t "$CI_REGISTRY_IMAGE${tag}" .
     - docker push "$CI_REGISTRY_IMAGE${tag}"
-    - docker build --pull --target cron -t "$CI_REGISTRY_IMAGE:cron-$CI_COMMIT_BRANCH" .
-    - docker push "$CI_REGISTRY_IMAGE:cron-$CI_COMMIT_BRANCH"
   # Run this job in a branch where a Dockerfile exists
   rules:
     - if: $CI_COMMIT_BRANCH
diff --git a/Dockerfile b/Dockerfile
index 36f19ae..649e829 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -49,17 +49,6 @@ COPY . ${APP_BASE}/${APP}
 RUN pip3 install -r requirements.txt
 RUN pip3 install psycopg2-binary
 
-# Set the entrypoint to the web app
-ENTRYPOINT exec flask run
-
-# Image for the cron service
-FROM portal AS CRON
-
-# Run as root
 USER root
-
-# Setup the crontab
 RUN crontab -u ${APP} docker-crontab
-
-# Entrypoint for the cron service
-ENTRYPOINT [ "cron", "-f" ]
+# Set the entrypoint to the web app