Officers say they responded to a call at the intersection of Fayetteville St. and East Umstead St. after two people were hit while crossing the street.
The suspect left the scene and now a search is underway for a burgundy Ford Taurus, according to authorities.
Officers said that both of the people injured suffered nonlife-threatening injuries.
No names have been released.
ABC11 will update this developing story.