The officers fired at a 19-year-old armed man, identified as Donovan Wilson, in the doorway of the club. They also fired at 43-year-old Kevin White as he fired shots inside.
Police say White was taken to Brookdale Hospital, where he was pronounced dead.
Wilson was taken to Jamaica Hospital in stable condition.
Three guns were recovered from the scene.
There were no immediate arrests.