Scenario Analysis
BETA

Scenario Builder

Explore How Different AI Adoption Paths Shape Labor Markets

Adjust demand multipliers by occupation category and see how different assumptions about AI adoption, green economy transitions, and manufacturing reshoring affect projected workforce gaps.

Preset Scenarios

Custom Adjustments

Drag sliders to adjust demand multipliers for occupation groups

Projected Outcomes

9.4M Total Worker Gap
-- vs Baseline

Projected Gaps by Occupation

See how the selected scenario affects supply-demand projections across occupations

Top Occupations with Gaps

Occupations with Surplus

Occupation & Geographic Analysis

Select an occupation category or specific occupation to see how scenario-adjusted labor gaps vary across U.S. metro areas

Scroll to zoom • Drag to pan • Click metro for details