Tanner is an English occupational surname and means "leather tanner", the craftsman who turned animal hides into leather. It joined the wave of occupational names such as Tyler, Taylor and Mason that American parents took up in the 1980s and 1990s. Tanner was a top 100 name in 2000 at number 93; it has slipped steadily since and ranks number 475 in 2025.