Emergency services rushed to the incident but the man, who has not yet been identified, was pronounced dead at the scene.
The fatality occurred at 5.51am yesterday and involved a train travelling from Millerhill Yard on the outskirts of Edinburgh to Cardenden in Fife.
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Hide AdA British Transport Police spokesman said: “The incident is currently being treated as non-suspicious. A report will be sent to the procurator fiscal.”