BACK TO RESEARCH

New Findings

Expertise

David Autor and Neil Thompson

August 2025

When job tasks are automated, does this augment or diminish the value of labor in the tasks that remain? Blueprint Co-Director, David Autor, and Neil Thompson argue the answer depends on whether removing tasks raises or reduces the expertise required for remaining non-automated tasks. Since the same task may be relatively expert in one occupation and inexpert in another, automation can simultaneously replace experts in some occupations while augmenting expertise in others. They propose a conceptual model of occupational task bundling that predicts that changing occupational expertise requirements have countervailing wage and employment effects: automation that decreases expertise requirements reduces wages but permits the entry of less expert workers; automation that raises requirements raises wages but reduces the set of qualified workers.