Police say the robber wore a rubber mask when he held up the Central Valley Community Bank on Palm Ave.
He was armed with a black semi-automatic handgun and demanded cash from tellers.
During his getaway, he dropped bundles of the money all over the bank and the parking lot outside.
No one was injured during the hold-up.
Police are asking witnesses to call them with information about the suspect in the robbery.