Rose Bay is a bay located in Jefferson County, New York. It appears on the Saint Lawrence 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 Millen Bay, approximately 1.0 miles to the W.