It happened at the MB Financial Bank branch at 557 South State Street around 3 p.m. Thursday.
Pictures on the FBI BanditTracker website show the man walking in with a cane and with bandages on his face.
He allegedly made a verbal demand for cash and then fled with an unknown amount of money.
No one was injured, according to authorities.
The same bank was robbed in late November 2012.