The suspect robbed the bank located on the 17800 block of East 17th Street last Thursday.
He took cash from two bank tellers, and then ran off.
Earlier that same morning, the same man is believed to have been seen casing a U.S. Bank in Baldwin Hills.
Authorities said the suspect was driving a Mercedes Benz SUV.