There is no need to jump in as a PhD. Enroll as an undergraduate anywhere that has a good department in the area you're interested in, and then express interest and work as hard as you can -- if you show promise, the faculty and graduate students will notice you and enjoy your conversation. However, if you want a paid career as a researcher, you will absolutely need a PhD.