Fueler noticed flames coming out of the engine compartment while driving on the tailings facility causeway. Employee reacted as trained and proceeded to call a MAYDAY, put the truck in park, set the park brake, shut the engine off and initiated the fire suppression system, and exited the truck. In the process of walking away from the truck flames reappeared.