It happened at the First California Federal Credit Union on Shields near Fresno Street just before 11 am.
Officers say a man wearing a mask acted as though he had a gun and demanded money.
The robber left the bank with an unknown amount of cash.
He quickly discarded some clothes which were found outside of the building.
The bank reopened a short time later.