This is true for employees in mainstream careers. Unfortunately it seems to not hold when looking at major open source projects, where gender diversity is routinely below 10% female. The picture gets even worse when proportioning representation by the quantity of changes/commits, where female representation is well below that.
https://arxiv.org/pdf/2103.08763.pdf