diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7934510389295c8ec4dd27c12bec497fae925742..c2c1614c188952e35c1837d7c20502e59b150f6b 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -22,3 +22,15 @@ Python 2.7 POCL:
   - pocl
   except:
   - tags
+Python 3.5 POCL:
+  script:
+  - export PY_EXE=python3.5
+  - export PYOPENCL_TEST=portable
+  - export EXTRA_INSTALL="numpy mako"
+  - curl -L -O -k https://gitlab.tiker.net/inducer/ci-support/raw/master/build-and-test-py-project.sh
+  - ". ./build-and-test-py-project.sh"
+  tags:
+  - python3.5
+  - pocl
+  except:
+  - tags