Buttermilk Creek is a stream located in Jefferson County, New York. It appears on the Clayton USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 308.40 feet (94.00 m) above sea level. The nearest populated place is Depauville, approximately 1.2 miles to the NE.