Yes, but exactly when you can re-join depends on your employer.
Your umbrella employer is required to automatically enrol you into the scheme as soon as you join, and then again every three years – provided that you are still an eligible jobholder.
You can also ask to re-join the scheme at any time, but your employer is only obliged to action a request to re-join once every twelve months.