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

Multilingual occupation reference

Official ESCO v1.1.2 labels and available descriptions. Corresponding languages share the same source URI and ISCO parent. This is a reference set for evaluating label retrieval, not a validated classifier of conversations, local work practices or users’ jobs. No model accuracy is claimed.

84,278rows
8fields
—geography identifiers
CSV.gzcomplete download
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What one row represents

ESCO occupation URI × language

Units: See field definitions

Data preview

First 8 rows of 84,278. Choose the columns to inspect; the download includes every field.

Choose preview columns (8 available)
Multilingual occupation reference · first 8 of 84,278 rows
ESCO uriesco_uriESCO versionesco_versionIsco4isco4LanguagelanguagePreferred labelpreferred_labelDescriptiondescription
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166de3D-Animationstechniker/3D-Animationstechnikerin3D-Animationstechniker/3D-Animationstechnikerinnen sind für die Animation von 3D-Modellen von Gegenständen, virtuellen Umgebungen, Anlagen und Figuren und von Software-Agenten in 3D zuständig.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166no3D-animatør3D-animatører animerer 3D-modeller av figurer, gjenstander og miljøer.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166fi3D-animaattori3D-animaattorit vastaavat kolmiulotteisten esinemallien animoinnista, virtuaalisista ympäristöistä, sommittelusta, hahmoista ja virtuaalisista kolmiulotteisista animoiduista toimijoista.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166ptAnimador 3D/Animadora 3DOs animadores 3D são responsáveis pela animação 3D de modelos de objetos, ambientes virtuais, apresentações visuais, personagens e animações virtuais 3D.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166bg3D аниматор/3D аниматорка3D аниматорите отговарят за анимирането на 3D модели на предмети, виртуални среди, макети, персонажи и 3D виртуални анимирани агенти.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166lttrimatės animacijos kūrėjasTrimatės animacijos kūrėjai yra atsakingi už trimačių objektų modelių, virtualios aplinkos, maketų, personažų ir virtualių trimačių animacinių veikėjų kūrimą.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166lv3D animators3D animatori ir atbildīgi par objektu trīsdimensiju modeļiem, virtuālajām vidēm, izkārtojumu, varoņiem un 3D virtuāli animētajiem aģentiem.
http://data.europa.eu/esco/occupation/52df9d56-efd4-48d0-ad93-59231943fc4cv1.1.22166hr3D animator / 3D animatorica3D animatori zaduženi su za animiranje 3D modela predmeta, virtualnih okruženja, prikaza rasporeda, likova i 3D virtualnih animiranih agenata.

Field definitions

Blank means unavailable or not applicable; never substitute zero

ESCO uriesco_uri

Esco uri; see dataset notes and source columns

Unit: see definition
ESCO versionesco_version

Esco version; see dataset notes and source columns

Unit: see definition
Isco4isco4

Isco4; see dataset notes and source columns

Unit: see definition
Languagelanguage

Official ESCO language code; labels are source translations, not independently reviewed platform-classifier tests

Unit: see definition
Preferred labelpreferred_label

Official preferred occupation label in the specified language

Unit: see definition
Descriptiondescription

Official description in the specified language where provided

Unit: see definition
Source statussource_status

published_source_support or no_published_source_support; a zero allocation does not establish zero actual use

Unit: see definition
Evaluation statusevaluation_status

Evaluation status; see dataset notes and source columns

Unit: see definition
Technical provenance and reuse terms

Primary key: esco_uri,language

Source table: outputs/allocation/multilingual-occupation-reference.csv

SHA-256: 9e2fe26840d5e8edeabf4809f775de88688d54e240f84c9cf02bcbc31964882a

Source attribution and reuse terms · Machine-readable manifest