Winnings from pub quiz machines

I have a friend who makes a reasonable living from playing electronic quiz machines in pubs etc. He has no employment income, and does not claim social security.

Are these winnings treated as gambling winnings, and therefore tax free? Or could he be considered as havng a trade?
Tony Collins