Caldwell Lake is a lake located in Pend Oreille County, Washington. It appears on the Scotchman Lake USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 2,554.82 feet (778.71 m) above sea level. The nearest populated place is Lost Creek, approximately 3.1 miles to the SSW.