If you're trying to finish a PhD program, I'd say it depends how much you want to finish. "I did a year or two and academia sucks" is a perfectly normal place to tap out, but full STEM PhD -> SWE is also pretty common. If you just spent three or four years writing specialized code to simulate or analyze your PhD topic it's quite possible to parlay that into an entry level SWE job.