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Short script allowing to autopull the latest version and update the local image (adapt your ports / local folder accordingly). You will then only need to launch this script when you want to update your jenkins installation.

docker pull agileek/docker-jenkins
docker stop jenkins
docker rm jenkins
docker run -d --name jenkins -p 8080:8080 -v /home/jenkins:/var/jenkins_home agileek/docker-jenkins