Riley Creek is a stream located in Jackson County, Tennessee. It appears on the Whitleyville USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 513.06 feet (156.38 m) above sea level. The nearest populated place is Whitleyville, approximately 0.6 miles to the N.