The movie is directed by Andrew Dominik , with Brad Pitt portraying Jesse James and Casey Affleck as Robert Ford . The film is directed by Andrew Dominik , with Brad Pitt portraying Jesse James and Casey Affleck as his killer , Robert Ford .