Another factor is that men have an incentive to seek higher paying jobs because some significant fraction of women want a partner who earns as much or more than they do.

This is the reason I joined tech. I could’ve done other careers but I wanted a job that could support a family and allow me to still be present with them. (And offer really good growth in income if family didn’t work out)