It happened at about 9 a.m. at the branch at 6623 Falls of Neuse Road.
A man wearing a black mask, black gloves and a black backpack walked into the bank and demanded money. The bank teller thought he had a weapon but never saw one.
The teller did not have access to any money, so the man ran off empty-handed.
This is an ongoing investigation.
Anyone who believes they may have information that could assist in the investigation to visit Crimestoppers for anonymous reporting options or call 919-996-1193.