34-year-old Kasey Jones was arrested Saturday afternoon in Marianna (Lee County).
Officers had been looking for Jones since late last week.
They believe he was involved in a shooting in south Fayetteville on Thursday that sent one man to the hospital.
According to investigators, it appears a fight broke out at a party near Curtis and Fairlane streets where the shots were fired.
Jones faces charges of attempted first degree murder and battery.