Look at a typical software developer salary in SF vs a typical software developer salary in Chicago, adjust for cost of living, the difference between SF salary and adjusted Chicago salary is the depression
For example, demand in SF is much higher than Chicago so SF salary should be >> Chicago * cost of living adjustment. My guess is it's lower