Rice Lake is a lake located in Jefferson County, Washington. It appears on the Mount Walker USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 157.48 feet (48.00 m) above sea level. The nearest populated place is Quilcene, approximately 1.7 miles to the S.