diff --git a/.travis.yml b/.travis.yml
index 5b70be81a..aaf9cf6c9 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -57,6 +57,19 @@ matrix:
       before_script:
         - . ./ci/travis/ci.sh build
 
+    - os: osx
+      osx_image: xcode7
+      env:
+        - PYTHON=3.6 RAY_GCS_ACTOR_SERVICE_ENABLED=true
+        - PYTHONWARNINGS=ignore
+        - RAY_DEFAULT_BUILD=1
+        - RAY_CYTHON_EXAMPLES=1
+        - RAY_USE_RANDOM_PORTS=1
+      install:
+        - . ./ci/travis/ci.sh init RAY_CI_SERVE_AFFECTED,RAY_CI_TUNE_AFFECTED,RAY_CI_PYTHON_AFFECTED
+      before_script:
+        - . ./ci/travis/ci.sh build
+
     - os: linux
       env:
         - JDK='Oracle JDK 8'