There's a bit of a chicken-and-egg problem for intelligent developers trapped in a less favorable city: you can't make it to in-person interviews in a more active city, so you have to cross a higher threshold to be interesting to employers there; you don't have the funds to move to a better city, so you need to find a local job; local jobs are both low-end and scarce, so you can't save the funds you need to move.