Baker Mine Spring is a spring located in Hardy County, West Virginia. It appears on the Baker USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 1,292.65 feet (394.00 m) above sea level. The nearest populated place is McCauley, approximately 1.0 miles to the SSE.