That really depends what you want to do, but in general they want a college degree in pretty much whatever, and then you have to pass a bunch of tests and training. I kind of... Got out of most of those since I was already working at the FBI as a psychologist before I decided to also become an agent.

[Which has turned out to not necessarily be a good thing; the training for agents exists for a reason, after all.]