>>andren+(OP)
From my experience location dependence is the greatest obstacle for women to join high earning STEM jobs. With paygap women find it more difficult to live in expensive cities. Also remote work allows more life balance for care givers (who are mostly women).
It should be seen as sexism, if company does not offer remote jobs.