It happened at 4:30 a.m. along the 800 block of Spruce Street.
Officials say the firefighter was injured when a stairwell collapsed.
He was taken to Cooper Hospital in stable condition with a shoulder injury and burns to his legs.
Crews were able to get the fire under control.
So far, there's no word on what caused the fire.