I had an interesting experience asking a startup I worked at why they had no female engineers. The answer was they couldn't afford them. They were in such demand that they commanded a significant premium over male engineers at the same level.
This is real. Female engineers are overrepresented in big tech something like 3-4x the graduation rate. There just aren't any left over for startups that can't afford FAANG rates.