Clive was born in 1966. Clive's father is Malcolm Goldberg and his mother is Gail Levin. His maternal grandparents were Jack Levin and Miriam Bloom. He has a brother and two sisters, named Ian, Jacqueline and Lisa. He is the second oldest of the four children.