There is more than one artist by this name. 1.) Randy Jackson is the youngest brother of The Jacksons. 2.) Randy Jackson is a record producer and a former member of the rock group Journey. He is well known as a judge on American Idol. 1.) The Jacksons youngest brother, Randy Jackson officially joined the group after Jermaine Jackson stayed at Motown and the rest of the brothers moved on to CBS.