Ellisburg is an unincorporated community and census-designated place (CDP) located within Cherry Hill Township, in Camden County, in the U.S. state of New Jersey. As of the 2020 census, Ellisburg had a population of 4,601. The area had been part of the combined Erlton-Ellisburg CDP, which was discontinued after the 2000 census.