The incident happened in a building at East 96th Street and Fifth Avenue.
Officials said two men and a woman were all hurt in the incident - 2 of them are in serious condition.
Fire officials say workers were using flamable solvents to refinish the interior of the elevator when they suddenly ignited.
The incident is under investigation.