Scholler Spring is a spring located in Otero County, New Mexico. It appears on the Tularosa USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,308.23 feet (1,313.15 m) above sea level. The nearest populated place is Tularosa, approximately 4.3 miles to the ESE.