Maintenance EE was assigned to install steps to a conveyor catwalk. The EE cut a piece of angle iron with an acetylene torch. The EE stated that he cut down/off the oxygen supply then hung the lit torch on the mid-rail above his head. The EE proceeded to bolt the angle to the catwalk when the lit torch fell from its position, resulting in 2nd degreee burns to face and neck.