One thing all these fields have in common is that they are more intellectually rigorous and harder to succeed in than the computer software industry.
Clearly, they have something else in common. We just need to figure out what it is.
This essay, which invokes the "Google Memo", is subtly attacking a straw man. Even those almost the entire rest of STEM is better than CS, it's true that it's not balanced; it remains deeply imperfect. Physics and mechanical engineering, clustered with CS, remain the province of men. There's a expanse of STEM fields with female participation between 25-40% that you'd want to explain or correct. Is it stereotype threat? Implicit bias? Who knows? Probably not?
But that has nothing to do with why Google has so few women engineers. The work that a commercial software engineer does --- even at the lofty heights in which the profession is practiced in such a cathedral of software design as the Alphabet Corporation --- is simply not that hard; most of it is just wiring form fields to databases in new and exciting ways.
Whatever is holding women's participation in our field at or below twenty percent is artificial, and a travesty.
Not commenting on other points, but may be you are looking at it from an angle of an expert who has mastered it, so everything looks trivial. As, clearly its much more than that. It is like building extension for machines - the brains and the controls and also pure information management. That's why projects run into millions of lines of code. And the complexity is still growing, as we have new fields like ML emerging on top of it.
Technical implementation details vs the big picture / domain.