Correct answer: Yes, from sunset to sunrise or when visibility is under 1,000 feet
Any vehicle parked alongside the road, attended or not, must have parking lights on from sunset to sunrise or when visibility is under 1,000 feet.
Source: Hills, Curves and Night Driving