The article argues that as AI automates data queries, pipelines, and models, the real value shifts to “measurement engineers” who decide if we’re measuring the right things and interpret ambiguous results. It breaks down why judgment—construct validity, reliable metrics, and decision theory—is a teachable skill that organizations must build into hiring, training, and structure.