Pole Gulch is a valley located in Baker County, Oregon. It appears on the Rail Gulch USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 5,077.16 feet (1,547.52 m) above sea level. The nearest populated place is Unity, approximately 6.7 miles to the ESE.