Milk Lake is a lake located in Jefferson County, Washington. It appears on the Mount Washington USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 4,724.41 feet (1,440.00 m) above sea level. The nearest populated place is Eldon, approximately 9.3 miles to the SE.