The short in-universe answer to why the Hulk is green is that its a reflection of the Gamma Rays that Dr. Robert Bruce Banner was exposed to back when he first received his monstrous alter-ego.

The original Hulk was of course Dr. Robert Bruce Banner, a scientist who was exposed to gamma rays turning him into the big green (or gray) monster. There have been several Hulks and gamma-based ...