i feel like there should be some way to calculate this by looking at regional cost of living and factoring in scarcity of the profession along with some normali

i feel like there should be some way to calculate this by looking at regional cost of living and factoring in scarcity of the profession along with some normalized salary range for the job title, because as mentioned, salary diffs b/w sf, sd and la are likely to be significant.