I tend to move my position depending on the desired sound.
My bass has Jazz pickups in it, so usually I'll rest my thumb on the neck pickup for a middle of the road kind of sound.
For a rounder or thumpier tone, I'll move up and rest my thumb on the end of the neck, up by the 22nd fret or so...