Most of them are in tech hubs like the bay area. I know it's popular to dismiss that view as unjustified arrogance or whatever, but I've actually made a living in the Midwest and other "not a tech hub" locations. The difference in interest and ability cannot be overstated: my colleagues in SF are heads and shoulders above the typical developer I worked with in those other places.
Bbbut the only good engineers are in the Bay Area!!!! /s