The victim identified as Bhaskar Satre, worked in Taloja jail, police said.
PSI Satre was near Rapid Action Force camp with his friend around 7 PMwhen the incident took place, they said.
The policeman was fired at from a close range and received injuries in his stomach, police said adding that Satre was immediately rushed to a local hospital.
Further investigations are on.