Rattlesnake Spring is a spring located in Cumberland County, Tennessee. It appears on the Ozone USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,358.59 feet (718.90 m) above sea level. The nearest populated place is Watson, approximately 2.8 miles to the NW.