Yes, you do. I work as an engineer in a research group of a top 10 US graduate research university. I am exposed to many different groups. No group will take you if you are not working for them at ludicrously low pay. You can’t get a PhD if you’re not a part of a group. You either find one that will take you within a year or you leave.