Bourke, the son of former Bears and Geelong ruckman Damian, was taken by the Lions in the 2012 Rookie Draft and played six games in his three seasons.
Primarily a key defender, the 20-year-old played five games this year and was an effective forward at times, kicking two goals against Adelaide in round 13.