The uncomfortable numbers: almost every company that published a location policy pays by zone, with the top zone often 20-30% above the bottom. The ones that announced "same pay everywhere" mostly either pay the lower number everywhere or quietly stopped hiring in the expensive cities. There's no large employer paying San Francisco rates to everyone. Whatever you think is fair, that's the base rate.