Specialistes en Developpement Durable
Affaires et FinancesExposition à l'IA
- Source des données: BLSPublié: 2026-08
Très élevée· relative
FaibleQuatre bandes relativesTrès élevéeValeur par groupe professionnel
Échelle, base et source
Quatre bandes relatives (Faible / Modérée / Élevée / Très élevée)
831 métiers détaillés du tableau des projections d'emploi du BLS. La valeur est attribuée par code de la National Employment Matrix (NEM), si bien que les métiers partageant un code NEM reçoivent la même bande
- Source des données: AnthropicPublié: 2026-03
0.185
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.42
0.09Étendue des valeurs présentées ici0.70Valeur par groupe professionnel
Échelle, base et source
Indice d'exposition à l'IA générative, 0–1 tel que publié
Groupe de base CITP-08 — tous les métiers partageant le code reçoivent cette valeur
Calculé par ce site, non publié par l'OIT : sur les 1 012 professions que ce site relie au jeu de données de l'OIT, 33% atteignent ou dépassent cette valeur.
Quelle est la nature de la valeur publiée par cette source
La catégorie BLS est un rang relatif et non un niveau absolu, et ce n'est pas une mesure de première main : elle regroupe en quatre bandes les rangs centiles du métier dans plusieurs études publiées. Ce n'est ni une prévision d'emploi ou de salaire, ni une probabilité d'adoption, et elle ne distingue pas automatisation et augmentation.
Task-level exposure
Afficher 74 tâches masquées| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Prepare or organize online storefront marketing material, including product descriptions or subject lines, optimizing content to search engine criteria.13-1199 | 0.210028.4 | 0.430051.2 |
Create or distribute offline promotional material, such as brochures, pamphlets, business cards, stationary, or signage.13-1199 | 0.130017.6 | 0.03003.6 |
Compose descriptions of merchandise for posting to online storefront, auction sites, or other shopping Web sites.13-1199 | 0.090012.2 | 0.130015.5 |
Develop or revise business plans for online business, emphasizing factors such as product line, pricing, inventory, or marketing strategy.13-1199 | 0.080010.8 | 0.01001.2 |
Prepare reports summarizing operational results, financial performance, or accomplishments of specified objectives, goals, or plans.13-1199 | 0.06008.1 | 0.05006.0 |
Create or administer training and awareness presentations or materials.13-1199 | 0.03004.1 | 0.01001.2 |
Provide system design and integration recommendations.13-1199 | 0.03004.1 | 0.00000.0 |
Create or maintain database of customer accounts.13-1199 | 0.02002.7 | 0.04004.8 |
Devise, select, or purchase domain name and web address.13-1199 | 0.02002.7 | 0.00000.0 |
Perform risk analyses so that appropriate countermeasures can be developed.13-1199 | 0.01001.4 | 0.06007.1 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Review and revise sustainability proposals or policies.O*NET Task ID 15968 | 1.0 |
Write grant applications, rebate applications, or project proposals to secure funding for sustainability projects.O*NET Task ID 15972 | 1.0 |
Create or maintain plans or other documents related to sustainability projects.O*NET Task ID 15975 | 1.0 |
Research or review regulatory, technical, or market issues related to sustainability.O*NET Task ID 15969 | 0.5 |
Identify or investigate violations of natural resources, waste management, recycling, or other environmental policies.O*NET Task ID 15970 | 0.5 |
Identify or create new sustainability indicators.O*NET Task ID 15971 | 0.5 |
Provide technical or administrative support for sustainability programs or issues.O*NET Task ID 15973 | 0.5 |
Identify or procure needed resources to implement sustainability programs or projects.O*NET Task ID 15974 | 0.5 |
Develop reports or presentations to communicate the effectiveness of sustainability initiatives.O*NET Task ID 15976 | 0.5 |
Create marketing or outreach media, such as brochures or Web sites, to communicate sustainability issues, procedures, or objectives.O*NET Task ID 15977 | 0.5 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Informations professionnelles
Évolutions récentes concernant ce métier
mars 2026: ATE 0.43 by 2027 in SF Bay Tier 1. Newer cross-category role classified under SOC 13 Financial; among the top Bay Area exposures by 2027.
[Source: arXiv 2604.00186 (Gupta & Kumar, 2026)]These summaries were written by AI Changing Work from the source linked with each one, and any figures in them are given as AI Changing Work summarised them; they can differ from the source's own wording and from figures shown elsewhere on this page, so check the source before relying on them. AI Changing Work matched this page's occupation to an O*NET occupation and chose, by its own judgment, case by case, which summaries relate to that O*NET occupation; a summary appearing here does not mean that its source names this occupation.