The incident occurred near a local grain market, they said, adding the accused fled after committing the crime.
Parvesh Kumar, the victim, manager of the fuel station, was on his way to a bank for depositing the money when he was attacked by the armed duo.
The police have registered a case of robbery against two unidentified youths on the victims's complaint.