If a professional jumper jumps in a running train and remains in air (say for ~5 sec),does he return back to his orginal position?

No one can stay in the air that long.

The answer depends upon how he or she jumps. If you jump straight up, you land in the original place on the train.

If you are doing a long jump, obviously you end up somewhere else.