diff --git a/docker-compose/jupyter/Dockerfile b/docker-compose/jupyter/Dockerfile
index 81df325a81ab0a3779554dd82704f005d802c31e..ec2292a885abb5eaa8f6bba978fd0f4a7b32815d 100644
--- a/docker-compose/jupyter/Dockerfile
+++ b/docker-compose/jupyter/Dockerfile
@@ -16,6 +16,9 @@ RUN sudo apt-get install -y g++ gcc python3-dev
 # Install git to install pip requirements from git
 RUN sudo apt-get install -y git
 
+# Install dependencies of our scripts (bin/start-ds.sh)
+RUN sudo apt-get install -y rsync
+
 COPY requirements.txt ./
 RUN sudo pip3 install -r requirements.txt