 Casey was the eldest of seven sons and three daughters of Mike Casey, a bare-knuckle boxer and Brigid (nee Sullivan).Steve Casey rowed in the Sneem senior crew with his father and the O'Connor Brothers.The Sneem/Casey Team won the Tug-O-War Munster Championship in 1932.