 Koenecke was the son of a locomotive engineer and had worked as a fireman for the Chicago & Northwestern Railroad.Koenecke made his professional debut for the Moline Plowboys in the Mississippi Valley League in 1927.In 1928 he joined Indianapolis in the American Association.