 He later took an apprenticeship as a carpenter, graduating to architecture and becoming a clerk of works in the Alloa-Clackmannan area.Burnet was largely self-taught as an architect.He worked for the Architectural Publication Society's Dictionary and through this work he had access to a library of architectural work by Jean-Nicolas-Louis Durand, Paul Letarouilly and Eugène Viollet-le-Duc.