diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f88629930367dbcf099f491b215c161b06b052f6..668b25e254e81f80b997a3c3c405a9357b23fd7e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -133,3 +133,12 @@ PyPy POCL:
   - pocl
   except:
   - tags
+Documentation:
+  script:
+  - EXTRA_INSTALL="numpy"
+  - curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-docs.sh
+  - ". ./build-docs.sh"
+  tags:
+  - python3.5
+  only:
+  - master