The police department released surveillance images of the suspect.
Investigators say the suspect was wearing a red hoodie and a ski mask when he walked into the Community Trust Credit Branch in the 1300 block of North Route 41.
They say the suspect hopped over the teller counter, grabbed an undisclosed amount of cash and fled the scene.
Anyone with information about the suspect is asked to call the police.