We will take you on a multi-year journey of the battle to remove Selection Bias via a progressive strategy for Early Career selection. The strategy challenges accepted industry standards, advances long-standing best practice, and relentlessly pushes for a deeper understanding of how & why bias exists in Early Career selection. Think holistic, data-led + long-term impact - the vital mindsets that deliver the ultimate goal of comprehensive performance prediction + proven fairness at every stage of selection.