Parker trained at Youngblood Theatre Company and made his feature film debut in the British independent science fiction film Robot Overlords, before starring alongside Ian McKellen in Mr. Holmes, for which he earned nominations for the Critics' Choice Movie Award for Best Young Performer and 42nd Saturn Awards for Best Performance by a Younger Actor.