 Birkin studied human sciences and anthropology at Oxford University (1996–1999).He completed an MA at the Slade School of Fine Art (2009–2011) with a scholarship from the Arts and Humanities Research Council.Birkin was a fellow of the Art and Law Program in New York (2011–2012) and the Independent Study Program at the Whitney Museum of American Art (2012–2013).