Edward Joseph Hansom was the son of Charles Francis Hansom and the nephew of Joseph Aloysius Hansom, both architects. He trained under his father and was taken into partnership in 1867. He became partners with Archibald Matthias Dunn in Newcastle upon Tyne in 1871.