Authorities say the 56-year-old victim was crossing at Main Street and Bay Avenue around 11:30 p.m.
He was taken to Brookhaven Memorial Hospital with a non life-threatening injury.
Police are looking for a vehicle, possibly a light-colored pickup truck, that fled the scene.