Batterson was a high school football coach prior to coaching professionally. He would go on to win three consecutive Buffalo City High School Championships (called Harvard Cups) while coaching at Masten Park High School in 1918, 1919 and 1920. He was later elected to Harvard Cup Hall of Fame in 2002. After Batterson left Masten, he became the football coach at the University at Buffalo.