Silicon Valley and San Francisco are two different things.
Most junior people in Silicon Valley live in cookie-cutter apartment buildings smack in the middle of a vast wasteland of anonymous subdivisions. Pull up some satellite views and take a look.
That's not desirable. It's just expensive.