EE was operating a 2004 Volvo 220 front end loader clearing snow off the haul road when he heard a loud pop. EE noted smoke & flames were coming from under the engine cowling. EE dropped bucket, set brake, turned machine off & exited the vehicle. After briefly trying to extinguish flames with hand held extinguisher, the fire dept was called. They extinguished fire. No injuries.