Jaak's father is Hindrik and his mother was Kärt. His paternal grandparents were Hindrik and Kati; his maternal grandparents were Andres and Epp. He has a sister named Leenu. He had four half-brothers and three half-sisters, named Karl, Andres, Ado, Mats, Epp, Anu and Ann.