It happened on Earpsboro Road near Highway 39 around 8:00 p.m.
North Carolina State Highway Patrol said Rigoberto Valencia Talavera, 48, was leaving a nearby store when he was hit.
The suspect's vehicle is described as a silver passenger car with front left quarter damage. The car left the scene traveling north on Highway 39 toward Wake County.