In normal speech, the preferred expression for a bus, train, plane, and other public transport vehicles would be to “get off”. Although you can say that you “take a bus” when you “get on the bus” (not “in”), you can't say that you “take off the bus” when you “get off”: correct I must get off (the bus) at the next stop.