Rockford Deputy Police Chief Dominic Iasparro says the boy's mother left the car running while dropping something off at Haskell School.
The car and the child were soon found just a few blocks away from the school. Iasparro says the child was unharmed.
Police described the suspect as a black male around 25 years old. He was last seen wearing a red jacket.