Projected direction · quantitative rule
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
Qualitative collections use occupation-by-occupation reviewed rosters. Quantitative collections use a visible data rule. Both are research starting points, not recommendations. Source vintage: 2025-2035 projections; O*NET 31.0.
Scale of work · quantitative rule
Largest occupations in the atlas
The 25 occupations with the highest 2025 employment among published JobShift Atlas profiles, useful for understanding work at scale.
25 verified occupations
Work content · reviewed roster
Hands-on careers
A reviewed set of occupations centered on building, repairing, installing, maintaining, operating, transporting, or physically producing.
23 verified occupations
Work content · reviewed roster
People-centered careers
A reviewed set of occupations where direct care, teaching, counseling, advising, public safety, or sustained personal support is central.
28 verified occupations
Work content · reviewed roster
Technology careers
A reviewed set of occupations whose core work directly centers on computing, software, data systems, networks, cybersecurity, or information technology management.
15 verified occupations
Two measures together · quantitative rule
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 inclusion does not establish eligibility, hiring success, salary improvement, or personal fit.