The U.S. Marshals say they arrested 53-year-old Ricardo Salgado-Marban at a farm in Robeson Township on Monday morning.
He was charged with rape in Hall County, Georgia in September 2010.
Salgado-Marban got out on bail and has been on the run since then.
Officials say he will be extradited back to the Atlanta area.