Paying less for an engineer in a low cost of living area may save you money in the short term but will wound you in the long term if you value employee retention. If you have a truly skilled engineer paid cheaply, it’s trivial for a large company from a high cost of living area to offer them a 20% salary bump and snatch them away. Good luck if that employee had valuable insight into company processes.