Police say as the suspect ran away from the bank with the stolen cash. A dye pack exploded in his face.
Investigators say the man showed a note in the robbery but did not use a weapon. The suspect was last seen driving away in a black Volkswagen.
Chicago police is helping the FBI in the investigation.