Female-dominated professions in general have lower pay than men's.
The direction of causality is disputed, obviously.
But surely it can't hurt to try to bulk up the numbers of men a bit and see if it increases the prestige and then pay of the profession a bit? If nothing else, a whole bunch of big burly men on the picket lines would probably do wonders for the cause 😉