There is certainly much variance between the firms, especially the sign-on IME. People I know have turned down HRT core dev for big tech because their offers were unimpressive.

I think an interesting target for comparison with big tech is Jane Street, since their culture and WLB are good, so the main QoL drawbacks of finance don't apply. A new grad will get ~300k at Jane Street, though probably not with this large a sign-on.