diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 7c07058b63ae6bde2d6562aa6933ad5ef7871f10..a4a51347d879a6174447a5ca41b4b3443e3b4868 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,3 +1,17 @@
+Python 2.6:
+  script:
+  - py_version=2.6
+  - export EXTRA_INSTALL="numpy"
+  - 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:
+  - python2.6
+  except:
+  - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
+
 Python 2.7:
   script:
   - py_version=2.7
@@ -8,6 +22,9 @@ Python 2.7:
   - python2.7
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
 Python 3.5:
   script:
@@ -19,17 +36,23 @@ Python 3.5:
   - python3.5
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
-Python 2.6:
+Python 3.7:
   script:
-  - py_version=2.6
+  - py_version=3.7
   - export EXTRA_INSTALL="numpy"
   - 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:
-  - python2.6
+  - python3.7
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
 Flake8:
   script: