Kory began his elite coaching career in 2002 when he was appointed FNSW development coach and Sutherland Area manager, a role he would remain in until 2008.
In 2007 he became FNSW U14 coach for two years before his appointment as head coach of Blacktown City Demons U20s in 2010.
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Following the season with Blacktown City, Kory was appointed head coach of St. George FC in the NSW Super League, remaining there until 2012.
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From 2008 until 2014, Kory oversaw the targeted sports program at Endeavour Sports High School, during which time he became the Western Sydney Wanderers NYL assistant coach in 2012.
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Kory is currently the director of football at Westfields Sports High School and holds an AFC A Licence. As well as remaining NYL assistant, Kory was appointed as the Wanderersā U20s head coach in 2015.