diff --git a/builder/Dockerfile.ubuntu-1604 b/builder/Dockerfile.ubuntu-1604
index 92dd65e..7a63024 100644
--- a/builder/Dockerfile.ubuntu-1604
+++ b/builder/Dockerfile.ubuntu-1604
@@ -6,10 +6,13 @@ RUN set -x \
   && sed -i "s|# deb-src|deb-src|g" /etc/apt/sources.list \
   && export DEBIAN_FRONTEND=noninteractive \
   && apt-get update \
-  && apt-get install -y libcurl4-openssl-dev libicu-dev libopenblas-base libpcre2-dev wget python-pip ruby ruby-dev \
+  && apt-get install -y curl libcurl4-openssl-dev libicu-dev libopenblas-base libpcre2-dev wget ruby ruby-dev \
   && apt-get build-dep -y r-base
 
-RUN pip install awscli
+RUN curl "https://awscli.amazonaws.com/awscli-exe-linux-x86_64.zip" -o "awscliv2.zip" && \
+    unzip awscliv2.zip && \
+    ./aws/install && \
+    rm -rf aws awscliv2.zip
 
 # Pin fpm to avoid git dependency in 1.12.0
 RUN gem install fpm:1.11.0