I would imagine that most who do it full time and aren't pimped probably do pay tax. Otherwise, it's pretty hard to make regular, large deposits of cash into a bank account without raising suspicion. Like fuck they declare all their earnings though, but that's true also of many self-employed people.
The part-timers however...