diff --git a/.travis.yml b/.travis.yml
index 1cfde811c..3f333784f 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -3,7 +3,7 @@ env:
       - REPO_DIR=Pillow
       - BUILD_COMMIT=HEAD
       - PLAT=aarch64
-      - TEST_DEPENDS="pytest pytest-timeout"
+      - TEST_DEPENDS="pytest-timeout"
 
 language: python
 # Default Python version is usually 3.6
@@ -117,7 +117,10 @@ before_install:
 install:
     # Maybe get and clean and patch source
     - clean_code
-    - build_wheel
+    - libc=${MB_ML_LIBC:-manylinux}
+    - docker_image="quay.io/pypa/${MB_ML_LIBC:-manylinux}${MB_ML_VER}_${PLAT}"
+    - retry docker pull $docker_image
+    - docker run --rm -e BUILD_COMMANDS="build_wheel" -e PYTHON_VERSION="$MB_PYTHON_VERSION" -e MB_PYTHON_VERSION="$MB_PYTHON_VERSION" -e BUILD_COMMIT="HEAD" -e REPO_DIR="$REPO_DIR" -e PLAT="$PLAT" -e MB_ML_VER="$MB_ML_VER" -e MB_ML_LIBC="$libc" -v $PWD:/io -v $HOME:/parent-home $docker_image /io/$MULTIBUILD_DIR/docker_build_wrap.sh
     - ls -l "${TRAVIS_BUILD_DIR}/${WHEEL_SDIR}/"
 
 script: