If you become a New York State resident, you must get a New York State driver license within 30 days.
You cannot exchange out-of-state permit for a New York State permit. You may drive in New York State with a learner permit issued in another state if you re 16 or older, your out of state permit is valid and you obey all the restrictions of the state.