It isn’t just that. Any job seen as a ‘woman’s job’ is going to pay less. And it isn’t just for the ‘traditional’ women’s jobs, like grade school teacher or secretary. If women enter a field in significant numbers, then wages overall will fall. See veterinary work for one example.