No.
I sleep on my stomach or on my side. Sleeping on your stomach is supposed to be one of the worst ways to sleep, but it's just how I've always slept. Very occasionally I'll sleep on my back, but not often. I usually wake up on my back though because I'm a fairly restless sleeper.