Authorities say the man used a gun to rob the Newfield National Bank, along Shiloh Pike, in Bridgeton on Tuesday.
Surveillance video captured the suspect riding into the bank's parking lot on a teal-colored bicycle.
No one was hurt during the incident.
If you have information, call the police.