Is it hard to try and move to Los Angeles after analyst years?

I'm starting at a BB in NYC after graduation (currently a senior). After I am done with my 2-3 years as an analyst, I would really like to relocate to Los Angeles. My group at the bank places well into MMPE with some MF but its pretty much all New York because everyone there prefers it. Nobody I've asked (just analysts) can tell me how placement is in any other city because everyone stays. My school is on the East Coast and has significantly more alumni in NYC that LA. Have any of you been able to make this move under these same circumstances? I lived in LA for several years before moving to the east coast for high school and college and I would really like to relocate back to Los Angeles before I turn 30. While I am interested in PE for the most part, if decided to and had the opportunity to continue as an associate at my bank, then I could make the switch relatively easy so my question is directed at those who've made this move in PE. Thank You.