The employment picture for millennials is supposedly bleak, from what I've heard. If a lot of men in this age bracket are now taking sub-optimal jobs as an alternative to being completely unemployed, that could also explain a narrowing in the gap. There's a lot more wage parity in hourly service-sector jobs.