Whitefish Bay is a village located in Milwaukee County, Wisconsin. Whitefish Bay has a 2026 population of 14,532. Whitefish Bay is currently declining at a rate of -0.08% annually and its population has decreased by -2.67% since the most recent census, which recorded a population of 14,931 in 2020.