This is not true of any FAANG and I've worked for all of them. Go to any of them and you will see that most of the SWEs are some combination of MIT, Cal, Stanford, and tier-1 public schools and top 20 (by US News Report) private schools.
Now I'm at a somewhat well regarded startup and most of the people around me went to Cal States, Arizona State, or UC's.