It happened around 1:30 p.m. at the branch located on the 1700 block of Market Street.
Police say the man gave a teller a note saying he had a bomb. He was given an undetermined amount of cash, then fled.
Police describe him as a black male wearing black red and white hat, black hoodie and black jeans.
He was last seen on foot heading toward Chestnut St.