I studied psychology and outcompeted 10+ years experienced programmers when I made a greenfield application for a psychologist when I was still studying CS at university.

So in my world of anecdata you're entirely correct on how amazing domain knowledge is. I could help the psychologist with her research and could anticipate a couple of fun requirements (like an ever changing questionnaire :P).