 Casey went on to win the Salter Challenge Cup with his brothers during 1930 to 1933.In 1936, he became the All-England Rowing Champion with his brothers Paddy, Tom and Mick.In the same year, the Caseys qualified for the Olympics in rowing but were disqualified for Steve and Paddy being professional wrestlers because Steve had wrestled two professional matches before the Olympics.