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 are directional classification statements. They are not confidence scores. The current mapped outputs are donor means; their sum is not a national usage distribution. A zero donor-mean score can reflect unpublished source donors; it is not evidence of zero actual use.

Mapped descriptors by country

Select one mapping route at a time. These values compare linked source occupations and are nonadditive donor means.

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