When Oliver first confronts the murderer, the murderer first lets a firefighter fall to his death. In those shots of letting the firefighter fall, the murderer's mask disappears and reappears between shots.
Multiple instances were shown of firefighters walking alone through burning buildings. Firefighters always operate in pairs for safety during active fires.