The non-existent “pay gap” is as much an article of faith for the left as hatred of conservatives and abortion so there is no sense trying to engage these simpletons in a discussion about it.
Yes, comparing the total earnings of men and women at a certain age without regard for any other factor makes as much sense as comparing the total earnings of electrical engineers and electrician’s helpers without regard to any other factor.