Tannery Hollow is a valley located in Westmoreland County, Pennsylvania. It appears on the Bolivar USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,120.14 feet (341.42 m) above sea level. The nearest populated place is Grays, approximately 0.6 miles to the SSW.