diff --git a/.travis.yml b/.travis.yml
index b539e8965..94e31febe 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,20 +5,53 @@ dist: trusty
 services:
   - docker
 
-language: scala
 scala:
   - 2.11.8
 
-python:
-  - "2.7"
-  - "3.6"
-  - "3.7"
-
-install:
-    -   pip install --user tox
-script:
-  - travis/travis.sh
-  - tox -c python/tox.ini -e $(echo py$TRAVIS_PYTHON_VERSION | tr -d .) -v
+jobs:
+  include:
+    #- stage: "Mleap tests"
+      #name: "Scala Tests"
+      #language: scala
+      #script:
+        #- travis/travis.sh
+    #- 
+      #name: "Python 2.7 tests"
+      #install:
+        #- pip install "virtualenv<20.0.0" tox
+      #language: python
+      #python: 2.7
+      #script:
+        #- sbt +compile
+        #- tox -c python/tox.ini -e py27 -v
+    #- 
+      #name: "Python 3.6 tests"
+      #install:
+        #- pip install "virtualenv<20.0.0" tox
+      #language: python
+      #python: 3.6
+      #script:
+        #- sbt +compile
+        #- tox -c python/tox.ini -e py36 -v
+    - stage: Test
+      name: "Python 3.7 tests"
+      install:
+        - pip install "virtualenv<20.0.0" tox
+      language: python  # This can't be java and python at the same time
+      python: 3.7
+      env:
+        # Required when not setting 'language: java' to force the correct jdk
+        - PATH=$(echo "$PATH" | sed -e 's/:\/usr\/local\/lib\/jvm\/openjdk11\/bin//')
+        - JAVA_HOME="/usr/lib/jvm/java-1.8.0-openjdk-amd64"
+      jdk:
+        - openjdk8  # sbt +compile fails on jdk11 (xenial's default)
+      dist: xenial  # Travis won't install py37 on trusty
+      script:
+        - echo $TRAVIS_SCALA_VERSION
+        - echo $PATH
+        - echo $JAVA_HOME
+        - sbt +compile
+        - tox -c python/tox.ini -e py37 -v
 
 notifications:
   on_success: change