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O*NET Skills, Abilities & Knowledge Index

Which skills are most exposed to AI automation — and which are AI-resistant? Explore 120 O*NET elements ranked by AI impact scores derived from occupation data across 1,000+ US jobs.

35elements
Skills
52elements
Abilities
33elements
Knowledge Areas

AI Impact Distribution

0
High AI Impact
Score 80-100
0
Significant
Score 60-79
120
Partial
Score 40-59
0
Augmented
Score 20-39
0
AI-Resistant
Score 0-19

Most AI-Impacted Elements

Elements where heavy-AI-exposure occupations rely most intensely.

ElementAI Impact
Programming59
Economics and Accounting59
Administrative57
Communications and Media56
Computers and Electronics56
Management of Financial Resources56
Fine Arts56
Mathematical Reasoning56
Sales and Marketing56
Number Facility55

Most AI-Resistant Elements

Elements that predominate in low-AI-exposure occupations.

ElementAI Impact
Installation41
Dynamic Flexibility42
Speed of Limb Movement43
Gross Body Equilibrium44
Extent Flexibility44
Stamina44
Repairing44
Gross Body Coordination44
Static Strength45
Equipment Maintenance45

How AI Impact Is Calculated

Each element's AI Impact Scoreis derived entirely from existing O*NET occupation data — no external scoring or LLM calls required. For each element, we find every occupation that uses it, then compute a weighted average of that occupation's AI exposure score, weighted by the element's importance and level within that occupation.

A skill used intensely (high importance, high level) by heavily-automated occupations earns a high AI impact score. A skill used primarily by AI-resistant occupations earns a low score, even if it appears in many jobs.

Occupation AI exposure scores come from a composite of five dimensions: O*NET task routine-intensity, the academic AIOE exposure index, physical-presence requirements, cognitive-complexity scoring, and current technology-adoption signals.

Navigating AI skill shifts?

Meo Advisors helps enterprise teams identify which skills to retrain, augment, and protect as AI reshapes the workforce — grounded in the same data powering this index.

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