The flames broke out at a boarded-up graystone near 48th Street and Indiana.
Firefighters were able to rescue a 50-year-old man who was taken in critical condition with smoke inhalation to the University of Chicago hospital.
A woman jumped out of the building. She was in good condition Tuesday.