Gunner was elected leader of Labor in the Northern Territory and Leader of the Opposition, in April 2015. He led Labor to a landslide victory in the 2016 Northern Territory election. He was sworn in on 31 August, becoming the first Chief Minister to have been born in the Northern Territory.