Projected direction
Fast-growing occupations
Occupations in the verified roster with positive projected employment change, ordered by the reported percentage change.
78 verified occupations
Collections
Browse the evidence from a useful angle
These collections group verified occupations by a visible rule. They are research starting points, not rankings or recommendations. Source vintage: 2025-2035 projections; O*NET 31.0.
Scale of work
Large occupations
Occupations with the largest projected employment base in the verified roster, useful for understanding work at scale.
98 verified occupations
Work content
Hands-on careers
Verified occupations whose categories or representative tasks include substantial physical-world, equipment, construction, transportation, or field activity.
52 verified occupations
Work content
People-centered careers
Verified occupations whose representative work emphasizes care, teaching, counseling, service, communication, or direct support for other people.
68 verified occupations
Work content
Technology careers
Verified occupations where the category or representative work involves computing, software, data, systems, or technical engineering.
73 verified occupations
Two measures together
Higher relative AI exposure and projected growth
Occupations that combine a higher BLS relative AI exposure category with positive projected employment change in the verified roster.
46 verified occupations
All collections use only publication-ready records. Missing measures are not filled with estimates, and a category match does not establish eligibility, hiring success, salary improvement, or fit.