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From 2000-04, he was a Royal Society University Research Fellow in the Department of Statistics at Oxford, where he has also been a University lecturer in Mathematical Genetics since 2004. He was reappointed in 2009 until retirement age.[15] In October 2006, he was appointed professor of statistical genetics at the University of Oxford.[16]
McVean developed a statistical method to look at recombination rate which helped to identify PRDM9 as a hotspot positioning gene.[24] In 2014, with Peter Donnelly, McVean co-founded Genomics plc, a genomics analysis company, as a corporate spin-off of the University of Oxford.[5] In 2017, he was a founding director of the Big Data Institute at the University of Oxford.[25]
^Sabeti, Pardis C.; Varilly, Patrick; Fry, Ben; Lohmueller, Jason; Hostetter, Elizabeth; Cotsapas, Chris; Xie, Xiaohui; Byrne, Elizabeth H.; McCarroll, Steven A.; Gaudet, Rachelle; Schaffner, Stephen F.; Lander, Eric S.; The International HapMap Consortium; Frazer, Kelly A.; Ballinger, Dennis G.; Cox, David R.; Hinds, David A.; Stuve, Laura L.; Gibbs, Richard A.; Belmont, John W.; Boudreau, Andrew; Hardenbol, Paul; Leal, Suzanne M.; Pasternak, Shiran; Wheeler, David A.; Willis, Thomas D.; Yu, Fuli; Yang, Huanming; Zeng, Changqing Zeng; et al. (2007). "Genome-wide detection and characterization of positive selection in human populations". Nature. 449 (7164): 913–918. Bibcode:2007Natur.449..913S. doi:10.1038/nature06250. PMC2687721. PMID17943131.
^"AWARDS MADE IN 2006"(PDF). leverhulme.ac.uk. The Leverhulme Trust. 2006. Archived from the original(PDF) on 10 August 2016. Retrieved 30 December 2017.