They usually use the running lights at all times, especially in the United States. Soem airlines, like Delta, have a timer attached to the rotating beacon so when its turned on (after aircraft startup) it begins the clock that calculates the pilots' work time. So there was always that pesky new flight engineer who may have forgotten to turn the light on until too late...