Two firefighters entered the ground floor flat on Wardieburn Street West at around 11.15pm last night and rescued the man, who was suffering from smoke inhalation.
A spokesman for Lothian and Borders Fire and Rescue said: "Two firefighters entered the premises and a male casualty was removed."
The man did not need hospital treatment.