For Jupiter Island in Martin County, see Jupiter Island, Florida. Jupiter is the northernmost town in Palm Beach County, Florida, United States. According to the 2015 Census Bureau estimate, the town had a total population of 62,707. It is one of the northernmost communities of the Miami metropolitan area, which was home to an estimated 6,012,331 people at the 2015 census.