I've removed mine using a blunt knife (perhaps a butter knife).
You work that up on the right hand side of the light unit (when looking from back), and feel for a metal clip. Push that in with the knife and the unit slides out a bit, enough for you to then pull it out
Reinstalling is easy, just push it back in.