 In 1901, Spooner became General Manager of the Federated Malay States Railways.Under his guidance the state railway system was amalgamated, and the F.M.S Central Railways Offices in Kuala Lumpur (currently National Textile Museum) was completed.He also initiated the construction of Kuala Lumpur Railway Station.