Boulevard Park, Washington (Wikipedia) Boulevard Park is a census-designated place (CDP) in King County, Washington, United States. The population was 5,287 at the 2010 census. Boulevard Park was part of the Riverton-Boulevard Park CDP in 2000 but was split for the 2010 census into its own CDP.