Needle Rock Spring is a spring located in Jackson County, Oregon. It appears on the Whetstone Point USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,510.44 feet (1,374.78 m) above sea level. The nearest populated place is Bitter Lick, approximately 5.0 miles to the SW.