I know a good amount about the tech scene in nyc. It works like this, you can get paid a bunch by google or fb, maybe amazon. Sure if you make it in as a state school college grad you get paid. But developers in finance working on the actual trading models who make 300k+ almost exclusively went to top schools. Look at a front office development team at any quant fund.