Shyam Lal Gupta (27) was fired on from point blank range late last night, police said, adding that the seriously injured conductor died at a hospital in Lucknow a few hours later.
The attackers looted his bag containing cash and the ticket machine.
Further investigations into the incident are underway, police added.