Jupiter Farms is a census-designated place (CDP) and an agriculture residential community in Palm Beach County, Florida, United States. It is located west of Florida's Turnpike on Indiantown Road, the major highway through the community. Jupiter Farms is composed of roughly 15 square miles (39 km2) of land, and is part of the Miami metropolitan area of South Florida. As of the 2020 US census, the CDP's population had 12,572 residents.