Rattlesnake Ridge is a ridge located in Unicoi County, Tennessee. It appears on the Unicoi USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,051.84 feet (1,235.00 m) above sea level. The nearest populated place is Pleasant Garden, approximately 0.0 miles to the SW.