I have done this many times.
All you need to do is take the long trim piece that goes from the front of the center console that is along the carpet. It just snaps off and then you can reach up under to get to the light. It is a bit tight, but can be done and much easier than taking the whole thing out. If you need more info, let me know.
The light number is in the How-To Documents.