It happened Saturday at about 10:30 a.m. at the Wachovia on the 8000 block of Brier Creek Parkway.
Two men left the bank with an undetermined amount of cash.
Investigations said they believe the men fled in a black Hyundai. The car was found near the bank a few minutes later.
If you know of any information that could help police, you are asked to call the Raleigh Police Department’s Detective Division at 919-890-3555 or CrimeStoppers at 919-226 CRIME.