diff --git a/.travis.yml b/.travis.yml
index 97e60c270..64690c7b8 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -22,8 +22,7 @@ before_install:
   - env
   - rvm install ruby --latest
   - gem install dropbox-deployment
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then sudo apt-get install python3-setuptools; fi
-  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then sudo pip install wheel; fi
+  - if [[ "$TRAVIS_OS_NAME" == "linux" ]]; then sudo apt-get install python3-setuptools python3-wheel; fi
   - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew update; fi
   - if [[ "$TRAVIS_OS_NAME" == "osx" ]]; then brew bundle; fi
   - eval "${MATRIX_EVAL}"