diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 14894b01b0d9e4ca8976d03c5a3a3c7af23209e5..c787183be0e5860c4c61ea360799bce5d0e22e31 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -9,6 +9,25 @@ Python 2.7:
   - gfortran
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
+
+Python 2.7 Apple:
+  script:
+  - py_version=2.7
+  - EXTRA_INSTALL="numpy mako"
+  - export PYFMMLIB_BUILD_MODE=setuptools
+  - 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:
+  - apple
+  - python2.7
+  except:
+  - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
 Python 3.6:
   script:
@@ -21,16 +40,21 @@ Python 3.6:
   - gfortran
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml
 
-Python 2.7 Apple:
+Python 3.7:
   script:
-  - py_version=2.7
+  - py_version=3.7
   - EXTRA_INSTALL="numpy mako"
-  - export PYFMMLIB_BUILD_MODE=setuptools
   - 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:
-  - apple
-  - python2.7
+  - python3.7
+  - gfortran
   except:
   - tags
+  artifacts:
+    reports:
+      junit: test/pytest.xml