Deep Spring is a spring located in Knox County, Tennessee. It appears on the Fountain City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 998.05 feet (304.21 m) above sea level. The nearest populated place is Fieldview, approximately 0.5 miles to the SE.