A native of Port Arthur, Ontario, Wilson did not even know how to skate when he joined the town's church league in 1914. Serving as a substitute, he improved his skating enough that he earned a full-time role on his team the following year and played two seasons of junior hockey before joining the Port Arthur War Veterans senior team at the age of 18.