Jumping Spring is a spring located in Eddy County, New Mexico. It appears on the Jumping Spring USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 3,392.25 feet (1,033.96 m) above sea level. The nearest populated place is Whites City, approximately 10.4 miles to the NNW.