Butler studied at the Architectural Association School of Architecture in London 1937–39. A conscientious objector during the war, he set up a blacksmithing business repairing farmimplements. Having attended life drawing classes at Chelsea School of Art on moving to London, he began to make sculpture in 1944, although having no formal training as a sculptor.
