Jenny Jump Mountain is a summit located in Warren County, New Jersey. It appears on the Blairstown USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,108.92 feet (338.00 m) above sea level. The nearest populated place is Shiloh, approximately 1.2 miles to the W.