Watertank Hollow is a valley located in Randolph County, West Virginia. It appears on the Snyder Knob USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,629.65 feet (1,106.32 m) above sea level. The nearest populated place is Olive, approximately 4.1 miles to the E.