In 1932, he was a member of the Winnipeg Hockey Club, the Canadian team which won the gold medal. He played one match and scored one goal. Moore was one of Canada's first indigenous Olympians and a member of the Peepeekisis First Nation in Saskatchewan, although his parents were originally from Northern Manitoba. He married Edith Mae McDougall and has one daughter, two granddaughters and one great grandson. He died in Winnipeg, Manitoba.