Jaak's father is Hindrik and his mother was Leenu. His paternal grandparents were Peedu and Kärt; his maternal grandfather was Andres and his maternal grandmother is Mai. He had three brothers and three sisters, named Jaan, Peeter, Madis, Katri, Pabbo and Liis.