[5] Moore began his professional baseball career in 1928 with the Little Rock Travelers, a Class A team in the Southern Association.

[4] Late in the season, he made his major league debut on September 21, pitching one game for the Cleveland Indians.

[1] In 1932, Moore pitched for the Toledo Mud Hens, a Double-A team in the American Association, registering a 6–8 record in 31 games.

[4] He made his final major league appearance that season, pitching one inning for the White Sox in an April 23 loss to the St. Louis Browns.

[1] Moore's professional career continued through 1938, as he pitched for the New Orleans Pelicans in the Southern Association in 1933, then spent five years in the Texas League, records of which are incomplete.