Amy Shelley is a Ph.D. student at Dublin City University and Insight Centre for Data Analytics. Her research is aiming for a comprehensive biopsychosocial picture of the concomitants of player development within English Rugby Union, across the professional club game. The project is focused on providing a data driven ‘map’ detailing the ‘DNA’ of the Premiership Player.