Kai Spurkland holds a law degree from the University of Oslo, where he also earned his doctorate in 2020. Since 2004, he has held various positions within the police force and, starting in 2021, served as a police attorney at the Joint Unit for Operational Services in the Oslo Police District, in addition to a part-time position as a researcher at the Norwegian Police University College.