In 1920, Moody Jr. served as Williamson County Attorney, a position he held for two years before becoming District Attorney in 1922.
After election as Texas Attorney General in 1925, Moody Jr. conducted investigations of the highly corrupt James E. Ferguson, whose wife Miriam A. Ferguson was serving as the Governor of Texas.