Gear indicator light not lit

The gear indicator light on my 2001 Sequoia is no longer lit. Does anyone know if this is an easy fix or if I will need to take it in?

My 03 has the same problem. I read somewhere that it was a $100. dealer fix. I would like to save the cash and replace it myself as well. Anyone??