It happened in the 2500 block of Concord Pike at approximately 1:30 p.m.
No injuries were reported, but an ambulace was called for a teller who was reportedly hyper-venilating after the incident.
The suspect is described as a thin black male, approximately 6' tall, and wearing an Oakland A's baseball cap.