O'Leary Lake is a lake located in Dakota County, Minnesota. It appears on the Saint Paul SW USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 882.64 feet (269.03 m) above sea level. The nearest populated place is Eagan, approximately 1.8 miles to the SSW.