diff --git a/Dockerfile b/Dockerfile
index 243f298bf..f04c67b50 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -8,8 +8,9 @@ ENV PATH="$VIRTUAL_ENV/bin:$PATH"
 
 # Install build deps
 RUN apt-get update
-RUN apt-get install -y --no-install-recommends build-essential
+RUN apt-get install -y --no-install-recommends build-essential pkg-config
 RUN python -m pip install --upgrade pip
+RUN pip install wheel
 
 # Install runtime deps
 COPY requirements.txt /tmp/requirements.txt