Jaak's father is Hindrik and his mother is Ann. His paternal grandparents were Jüri and Ann; his maternal grandfather was Evert and his maternal grandmother is Eva. He has a brother and a sister, named Karl and Margret. He had a half-brother and a half-sister, named Mats and Krõõt.