James Milton Cleveland (May 3, 1926 – August 23, 2008) was an American jazz trombonist born in Wartrace, Tennessee.
Cleveland was signed by EmArcy Records in 1955. Cleveland was married to jazz vocalist Janet Thurlow. He died on August 23, 2008, in Lynwood, California, at the age of 82.