West Melbourne is a city located in Brevard County, Florida. West Melbourne has a 2026 population of 31,378. West Melbourne is currently growing at a rate of 7.25% annually and its population has increased by 18.06% since the most recent census, which recorded a population of 26,579 in 2020.