diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 0f862dd..9641f12 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -3,6 +3,20 @@ stages:
  - upload
  - cleanup
 
+
+image: docker:latest
+tags:
+  - dind
+services:
+  - name: docker:dind
+    entrypoint: ["env", "-u", "DOCKER_HOST"]
+    command: ["dockerd-entrypoint.sh"]
+variables:
+  DOCKER_HOST: tcp://docker:2375/
+  DOCKER_DRIVER: overlay2
+  # See https://github.com/docker-library/docker/pull/166
+  DOCKER_TLS_CERTDIR: ""
+
 build:
   stage: build
   script: