i worked as a generalist artist in the games industry for roughly 4 years (modeling/texturing, UI art, screen design, simple special effects, level art etc). after that (around 3 years ago) i switched to full time concept art.
my tool of choice is photoshop. back when i was doing a lot of 3d i used maya and occasionally mudbox.