 From 1951 to 1961 Rice coached high school football in Tennessee and Kentucky, compiling a record of 101–9–7.In 1962, Charlie Bradshaw hired Rice to be his offensive coordinator at the University of Kentucky.He coached the offense at Kentucky for four years, leading the SEC in offense and winning the national passing title.