I read a book a few months ago called, “The Rise and Fall of Urban Economies: Lessons from San Francisco and Los Angeles.” It compared the economies of the LA area and the Bay Area. While the LA area has more jobs because it’s larger, the Bay Area has more tech jobs and Bay Area jobs on average pay more than the ones around LA.
Even with the high cost of living, for a tech job the Bay Area is the place to be.