My own PhD student who graduated last year working on these very things on partitions (a bright guy, he finished at age 23!) did in fact move to investment banking, and so far he sounds very happy.
Most importantly, he recently texted me lthat his girlfriend bought him his first serious watch (a Baume&Mercier), so it's great to know that I taught him something! Cheers.