Glanusk was the grandson of the ironmaster Sir Joseph Bailey, 1st Baronet, and succeeded him as second Baronet, of Glanusk Park, in 1858.
Glanusk was the son of Joseph Bailey, MP, eldest son of the ironmaster Sir Joseph Bailey, 1st Baronet. He succeeded his grandfather as second Baronet, of Glanusk Park, in 1858.