I’m in the same boat. I’ve never directly applied to the 3 jobs (including a FAANG) that I’ve taken in Silicon Valley. One found me on angel list and the others LinkedIn or direct email. Similar to you, the places I did apply to would never respond, even with referrals in some cases.