AI use and occupationsFatih Kansoy ↗
Occupation observations April–May 2026Five observation windows Definitions
Classification laboratory

From O*NET to European occupations.

Semantic links connect occupational descriptions. They do not estimate how conversations should be allocated across European occupations.

Broad and narrow relations describe direction, not confidence. Interpret mapped outputs using the donor-mean rule and missingness rule.

Mapped descriptors by country

Select one mapping route at a time. These diagnostic values compare linked source occupations and are nonadditive donor means. For national shares and employment comparisons, use the mass-preserving allocation.

European Commission ESCO–O*NET typed crosswalk, ESCO v1.1.2. Download all typed links. Read the definitions.