Granville County Sheriff's Office said 45-year-old Andre Stephon Jones shot a man and a woman at a home on Windwood Circle north of Oxford around 7:30 p.m. Tuesday.
Windwood Circle is a neighborhood area near US-15 and Chewning Road.
Investigators have not released conditions or identities of the people who were shot.
As for Jones, he is wanted on multiple counts of assault with a deadly weapon inflicting serious injury with intent to kill.
Anyone who knows his whereabouts is asked to call the sheriff's office at 919-693-3213.