Hi Sean,
A basic example would be run directly using the following docker command:
docker run -p 4440:4440 rundeck/rundeck:3.4.3
(It takes some time to download the base image and start the container).
Also, you can use docker-compose to build multi-container environments (rundeck+mysql for example), take a look.
Hope it helps!