AI & the Labour Market · France

86 occupations. AI exposure. 2030 forecast.

Every major French occupation scored on AI exposure using the JPE methodology. Career advice. Free. Open data. Same method as the NL, US, Germany and France map.

86occupations

15.9M+jobs covered

4.8avg. JPE

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FR Career Scan86 occupations

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US Career Scan106 occupations

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NL Career Scan103 occupations

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FR Career ScanFrance

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AI Exposure Map · France

86 French occupations at a glance

Tile size represents employment. The larger the tile, the more people affected. Click an occupation for a detailed analysis.

Sources: INSEE 2024 · INSEE Enquête Emploi · PCS 2020 · CC BY 4.0

15.9MJobs covered

4.8Avg. AI score

26%Score ≥ 7

86Occupations

€39KAvg. salary

Colour:

Low 0–3

Moderate 4–6

High 7–8

Very high 9–10

Area = jobs

Click a tile to open the full analysis · hover for a preview

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Ranking

Gainers and decliners 2030

The ten occupations with the strongest projected decline — and the ten with the strongest growth.

Strongest decline

Caissiers-20%Employés de banque-17%Agents de centre d'appels-17%Comptables-16%Conseillers clientèle-16%Journalistes-13%Secrétaires-13%Agents d'assurance-13%Graphistes et designers-12%Agents administratifs de la fonction publique-12%

Strongest growth

Aides à domicile+6%Entraîneurs sportifs+4%Plombiers et chauffagistes+4%Cuisiniers+4%Serveurs+3%Auxiliaires de puériculture+3%Agents d'entretien+3%Gardiens d'immeubles+3%Coiffeurs+3%Menuisiers+3%

Sectors

Explore by sector

86 occupations across 18 sectors. Sorted by average AI score.

Media & Communication8(1)Business & Finance7.3(12)Science & Engineering7.2(6)Administrative6.3(9)Retail & Sales6(2)Public Administration6(1)Management5.5(1)Education5.3(5)Healthcare4.9(11)Manufacturing4.3(6)Transport & Logistics4.3(4)Other4(2)Protective Services3.8(3)Artisanat & Commerce3.5(3)Agriculture3.5(1)Construction & Trades2.4(9)Hospitality & Food2.2(7)Elementary1.8(3)

Research