Managing director of data science
David Watkins has over 25 years of experience in data science, during which he has used data to drive bottom-line benefits and create valuable business change for a multitude of organisations. He currently leads the data science team at Times Higher Education in producing rankings and detailed analyses, as well as research and development in areas such as academic partnership opportunities, and detailed brand and reputation analysis. His speciality is artificial intelligence and machine learning, particularly neural networks.
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Articles by David Watkins ÁñÁ«ÊÓƵ>
Concerns around scholars using excessive self-citations are valid, but banning them entirely is not the right approach, says David Watkins
We are taking action to mitigate the effects of irregular voting patterns from a small number of institutions, says David Watkins
Universities that are ranked by Times Higher Education tend to have healthy levels of prestige, write David Watkins and Mark Caddow
Reports of the demise of university league tables are greatly exaggerated. Our rankings are growing in size and influence, writes David Watkins
The board has increased its membership to 15 with the addition of six higher education leaders from across the region
The THE Arab University Rankings advisory board launches with members from countries across the region
THE is looking for people who are passionately committed to higher education in the Arab region and can be ¡®critical friends¡¯ to the rankings
For the first time, universities that submitted data but did not meet the eligibility criteria for our global table are listed. David Watkins explains why
The methodology behind the inaugural Arab University Rankings includes new regional measures on reputation and collaboration
We have listened to your feedback and improved the way we evaluate global universities, while still using subjects classified by China¡¯s Ministry of Education, say David Watkins and Duncan Ross