Mitchell Lake is a lake located in St. Louis County, Minnesota. It appears on the Bear Island USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,495.44 feet (455.81 m) above sea level. The nearest populated place is Burntside, approximately 2.6 miles to the N.