After he finished his college hockey career, he played for the Chicago Blackhawks' AHL farm team, the Rockford IceHogs for 2 seasons. On November 14, 2013, the Blackhawks traded Olsen along with Jimmy Hayes to the Florida Panthers for Kris Versteeg and Philippe Lefebvre.