This report explores the scope of the skills shortage across the APEC region for data science and analytics (DSA) workers amid urgent employer demand for an upgraded workforce critical to sustaining competitiveness, productivity, and sustainable economic growth and prosperity. For this study, DSA is defined as the ability to gather, analyze, and draw practical conclusions from data, as well as communicate data findings to others.