Authorities issued arrest warrants this week for 31-year-old Michael Donte Campbell and 30-year-old Lonnie Edward Russell.
They said shortly before 11:30 a.m. Friday, the suspects walked into the bank with weapons and demanded money. After taking an undisclosed amount of money, they then fled the scene.
Both men are charged with robbery with a dangerous weapon, conspiracy to commit robbery with a dangerous weapon, and second degree kidnapping.
During a search of the suspects' home, officers arrested Campbell's brother, 24-year-old Martinez Campbell for possession of a weapon by a felon.
On Wednesday, authorities arrested Russell. Michael Campbell is still wanted by police.
Anyone with information on his whereabouts is asked to contact their local law enforcement agency, detectives with the Fayetteville Police Department at (910) 433-1856 or CrimeStoppers at (910) 483-TIPS (8477).