diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index eeb510f2f23a786135c719af081185e3045bade2..5ea075d194a9da75a1c18d180c65239be83eb85e 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -11,6 +11,7 @@ Python 2.7 AMD CPU:
   - amd-cl-cpu
   except:
   - tags
+
 Python 2.6 POCL:
   script:
   - export PY_EXE=python2.6
@@ -24,6 +25,7 @@ Python 2.6 POCL:
   - pocl
   except:
   - tags
+
 Python 3.5 AMD CPU:
   script:
   - export PY_EXE=python3.5
@@ -38,6 +40,7 @@ Python 3.5 AMD CPU:
   - amd-cl-cpu
   except:
   - tags
+
 Python 2.7 POCL:
   script:
   - export PY_EXE=python2.7
@@ -51,6 +54,7 @@ Python 2.7 POCL:
   - pocl
   except:
   - tags
+
 Python 2.7 with legacy PyOpenCL:
   script:
   - export PY_EXE=python2.7
@@ -65,6 +69,22 @@ Python 2.7 with legacy PyOpenCL:
   - pocl
   except:
   - tags
+
+Python 3.6 POCL:
+  script:
+  - export PY_EXE=python3.6
+  - export PYOPENCL_TEST=portable
+  - export EXTRA_INSTALL="numpy mako"
+  - export LOOPY_NO_CACHE=1
+  - export NO_DOCTESTS=1
+  - 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:
+  - python3.6
+  - pocl
+  except:
+  - tags
+
 # PyPy AMD CPU:
 #   script:
 #   - export PY_EXE=pypy