 Joseph Woods' early education was at home, where his parents taught him Latin, Greek, Modern Greek, Hebrew, Italian and French.Later (at about age 16) he studied architecture under Daniel Asher Alexander.Woods was responsible around 1790 for the design and building of Clissold House in Stoke Newington, for his uncle Jonathan Hoare.