Listen to Hit That Jive, Jack online. Hit That Jive, Jack is an English language song and is sung by Nat King Cole. Hit That Jive, Jack, from the album Jazz of the Century, was released in the year 2014. The duration of the song is 2:57. Download English songs online from JioSaavn.