France Occupation Direct Crosswalk v1 (AI Changing Work, 2026-10-01)

AI Changing Work's contributions to this dataset (the links, relation labels, match class, stage, consensus and status values, and the ACW-FR-* nodes with their English and Korean titles) are licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/), to the extent AI Changing Work holds rights in them. O*NET®-derived codes and titles remain under the O*NET 31.0 Database license (CC BY 4.0) with the attribution below. ROME codes and titles remain under the Licence Ouverte 2.0 (Etalab); they are not relicensed by AI Changing Work.

O*NET attribution
This dataset includes information from the O*NET® 31.0 Database (https://www.onetcenter.org/database.html) by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license (https://creativecommons.org/licenses/by/4.0/). O*NET® is a trademark of USDOL/ETA. AI Changing Work has modified all or some of this information: O*NET-SOC codes and titles are reproduced unchanged and paired with ROME 4.0 job profiles by AI Changing Work's judgment; relation labels, statuses and the ACW-FR-* nodes are AI Changing Work's additions. USDOL/ETA has not approved, endorsed, or tested these modifications.

ROME source
Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.
ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence. The English and Korean titles of the ACW-FR-* nodes are AI Changing Work's translations of their French ROME titles; these nodes, their AI Changing Work codes and the occupations listed as nearest to them are AI Changing Work's own judgment and are not a France Travail classification or correspondence.

How to attribute (required under CC BY 4.0 when you share this data)
When you share this data (redistribute or publish it, or include it in other material, in original or adapted form): (1) credit "France Occupation Direct Crosswalk v1, AI Changing Work (https://aichanging.work/data/fr-direct-crosswalk)" with a link to https://creativecommons.org/licenses/by/4.0/; (2) indicate if you made changes; (3) keep the O*NET attribution above when you share O*NET-SOC codes or titles; (4) keep the ROME source above when you share ROME codes or titles, or the ACW-FR-* titles translated from them. Any reasonable manner for your medium is fine. Internal use without sharing triggers none of these. CC BY 4.0 gives no permission to suggest that AI Changing Work or USDOL/ETA is connected with, sponsors, endorses, or has granted official status to you or your use. This table is not a correspondence produced or reviewed by France Travail; please do not present it as one.
Suggested citation: AI Changing Work (2026). France Occupation Direct Crosswalk v1 (ROME 4.0 ↔ O*NET-SOC 2019). https://aichanging.work/data/fr-direct-crosswalk. Licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). This citation alone does not replace the O*NET attribution or the ROME source when you share O*NET-SOC or ROME codes or titles.