Deep Coulee is a valley located in Powder River County, Montana. It appears on the Cross S School USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,907.08 feet (886.08 m) above sea level. The nearest populated place is Sixmile Crossing, approximately 3.4 miles to the ENE.