It's about as possible as working as a professional chess player or golf player and living off the profits -- possible, but not easy. But make no mistake: poker is a game of skill, easy to learn but difficult to master.
I actually recently discovered that there are even professional Scrabble players who make a living doing it. Yes, there are tournaments that pay money. And yes, there are even cheating scandals.