The unidentified male used the stolen credit card at 3:39 a.m. on June 11 at the State Employees Credit Union at 504 South Duke Street in Durham.
The card belonged to 21-year-old Luciano Cabrera who was last seen June 11 at the former Club Steel Blue at 711 Rigsbee Avenue.
His body was found in a vehicle parked the 2400 block of South Roxboro St. August 19. Police have not said how he died, only that the case is being treated as a homicide.
Police also didn't identify the car Cabrera was found in, but his silver 2000 Chrysler Sebring was also reported missing when he first disapeared.
Anyone with information is asked to call Investigator Robinson at (919) 560-4440, ext. 29335 or CrimeStoppers at (919) 683-1200. CrimeStoppers pays cash rewards for information leading to arrests in felony cases and callers never have to identify themselves.