Walker Gap is a gap located in Bledsoe County, Tennessee. It appears on the Billingsley Gap USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,306.66 feet (398.27 m) above sea level. The nearest populated place is Cold Spring, approximately 1.3 miles to the SSE.