Deep Step Creek is a stream located in McCormick County, South Carolina. It appears on the Clarks Hill USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 188.52 feet (57.46 m) above sea level. The nearest populated place is Meriwether, approximately 2.5 miles to the ENE.