Deep Step Creek is a stream located in Butler County, Alabama. It appears on the Pigeon Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 314.96 feet (96.00 m) above sea level. The nearest populated place is Brushy Creek, approximately 3.8 miles to the SW.