Gulf Park Estates is an unincorporated community and census-designated place (CDP) located south of Ocean Springs in Jackson County, Mississippi, United States. It is part of the Pascagoula Metropolitan Statistical Area. As of the 2020 census, Gulf Park Estates had a population of 5,972.