The victim was a 25-year-old white male who was shot in the leg.
Police said one suspect is in custody and a weapon has been recovered.
Investigators are still looking for two other suspects who were seen in the area. One is described as a black male, who was last seen wearing black clothing and green shoes. The other suspect is described as a thin, black female with shoulder length hair. She was also wearing dark clothing.
The suspects were last seen heading toward Benson Road.
Anyone with any information is asked to call (919) 772-8810.