The biggest victims of these non-scalable process is people without a good network. As an intl PhD student, I am that person.

So now I have this weird dynamic: I get interview calls only from FAANG companies, the ones with the manpower to do your so called "cursed" scalable interviews. But the smaller companies or startups, ones who are a far better fit for my specialized kills, never call me. You need to either "know someone" or be from a big school, or there is zero chance.