There are some good studies on this subject that I've read over the years though, for instance one among lawyers in a firm in which women were paid about 2-3% lower than men, on average IIRC. But these often don't or can't take into account personality characteristics. For instance, women on average are more agreeable and so often don't negotiate as hard as men on their salary.

When controlling for all factors, wage differences largely disappear.