Jackson County, Mississippi. Not to be confused with Jackson, Mississippi. Jackson County is a county located in the U.S. state of Mississippi. As of the 2010 census, the population was 139,668, making it the fifth-most populous county in Mississippi. Its county seat is Pascagoula.