diff --git a/sonic-slave/Dockerfile b/sonic-slave/Dockerfile
index 5757eb1d8693..20a7fbad89eb 100644
--- a/sonic-slave/Dockerfile
+++ b/sonic-slave/Dockerfile
@@ -228,8 +228,21 @@ EXPOSE 22
 RUN git clone https://chromium.googlesource.com/chromium/tools/depot_tools.git /usr/share/depot_tools
 ENV PATH /usr/share/depot_tools:$PATH
 
-# Install docker engine 1.13.0 inside docker and enable experimental feature
-RUN curl -sSL https://get.docker.com/ | sh && apt-get install -y --force-yes -q docker-engine=1.13.0-0~debian-jessie
+# Install docker engine 17.03.2~ce-0 inside docker and enable experimental feature
+RUN apt-get update
+RUN apt-get install -y \
+           apt-transport-https \
+           ca-certificates \
+           curl \
+           gnupg2 \
+           software-properties-common
+RUN curl -fsSL https://download.docker.com/linux/debian/gpg | sudo apt-key add -
+RUN add-apt-repository \
+           "deb [arch=amd64] https://download.docker.com/linux/debian \
+           $(lsb_release -cs) \
+           stable"
+RUN apt-get update
+RUN apt-get install -y docker-ce=17.03.2~ce-0~debian-jessie
 RUN echo "DOCKER_OPTS=\"--experimental\"" >> /etc/default/docker
 
 # Add user