While removing a brick from the secondary quench tower, a brick fell from the hoisting bucket landing on another brick at the bottom causing a spark which resulted in a flash of sulfur dust and ignited residual sulfur in the bottom. The employee exited the quench tower with the assistance of the confined space attendant; fire was extinguished within approximately 15 minutes.