The installer script only recognises Ubuntu. In other distros, you need to install an upstart init script or a systemd service file yourself (or modify the installer script to do it for you).
This was it! I thought since the script ran without error it was complete. I went throught the script as you suggested and go the driver to start on boot. In addition, I had to go to the Display settings and turn on the monitor. Thanks for the hints!