Secondly, and most importantly, when you consider how the averages work out with men making more, it has to do with the fact that women tend to pick lower-paying fields with little or no danger involved, while men tend to pick more fields that are higher-paying and many with far more risk.
FORBES: American Employers are Waiting for You to Close the Wage Gap