Penns Grove is a borough located in Salem County, New Jersey. Penns Grove has a 2026 population of 4,921. Penns Grove is currently growing at a rate of 0.72% annually and its population has increased by 1.32% since the most recent census, which recorded a population of 4,857 in 2020.