Jeremy Piven takes on the role of Mr Selfridge, alongside an allstar cast including Katherine Kelly, Frances O Connor, Gregory Fitoussi, Aisling Loftus and Zoe Tapper. Set in London in 1909, Harry Selfridge opened the doors of his lavish department store, on London s famous Oxford Street.