After his playing career, Mueller managed in minor league baseball and coached in the Majors for the Giants (1956), Chicago Cubs (1957) and Cleveland Indians (1966).
After his professional baseball career, Mueller oversaw minor league baseball and guided top-level teams as a coach for the Giants (1956), Chicago Cubs (1957) and Cleveland Indians (1966).