 Initially home-schooled, Furphy later attended public schools in Kangaroo Ground and Kyneton.Furphy first found employment at the Kyneton-based farm machinery manufacturer Hutcheson & Walker, before becoming an independent blacksmith in 1864.Moving to nearby Shepparton in 1873, he established the first blacksmith's shop in the township, gradually expanding into iron works too.