Autumn Lake is a lake located in Jefferson County, Missouri. It appears on the Belews Creek USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 633.95 feet (193.23 m) above sea level. The nearest populated place is Raintree Plantation, approximately 0.6 miles to the SSE.