Dodd had a 165–64–8 record as head coach at Georgia Tech. He led Georgia Tech to two Southeastern Conference (SEC) championships (1951 and 1952) and one national championship in 1952. While he was coach, Tech played in 13 major bowl games. The school won 9 of these games, including six in a row from 1951 to 1956. His team had a 31-game winning streak from 1951 to 1953.