Gum Swamp Bay is a swamp located in Cumberland County, North Carolina. It appears on the Jerome USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 114.83 feet (35.00 m) above sea level. The nearest populated place is Jerome, approximately 4.3 miles to the WSW.