The body of Satish Bhagat was found on the tracks at the Bano railway station where he was posted. Police suspect he committed suicide early in the day when a goods train passed the station.
He is survived by wife and two daughters who live in Ranchi.
Police are, however, investigating both the suicide and murder angles, an officer said.