What's your source on a gap with higher earning women below age 25? All I can find is http://www.aauw.org/files/2017/01/spring2017-the-simple-trut... which doesn't control for education or position, but with women going to college in higher numbers than men...
I can't find any statistics that show women out-earning men, at any age or education level, in the US.