 In 1934 and 1935, Bailey was playing with the Mills Blue Rhythm Band and in 1937 he was a session player for Midge Williams and Her Jazz Jesters.He also recorded music during this time as Buster Bailey and His Rhythm Busters.In 1946, Buster Bailey went independent and led his own band, but his group lasted for only the year.