F. Albert Bailey was an English professional rugby league footballer who played in the 1930s. He played at representative level for England and Lancashire, and at club level for St. Helens Recs (captain), as a or .
Albert Bailey won a cap for Great Britain while at St. Helens Recs in 1934 against France.
Albert Bailey worked at Pilkington Brothers Limited.