Logisticiens
Transport et ManutentionExposition 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
0.157
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.46
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, 24% 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 72 tâches masquées| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Develop an understanding of customers' needs and take actions to ensure that such needs are met.13-1081 | 0.040028.6 | 0.060040.0 |
Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.13-1081 | 0.020014.3 | 0.020013.3 |
Report project plans, progress, and results.13-1081 | 0.01007.1 | 0.030020.0 |
Support the development of training materials and technical manuals.13-1081 | 0.01007.1 | 0.01006.7 |
Develop or maintain cost estimates, forecasts, or cost models.13-1081 | 0.01007.1 | 0.01006.7 |
Enter logistics-related data into databases.13-1081 | 0.01007.1 | 0.01006.7 |
Develop proposals that include documentation for estimates.13-1081 | 0.01007.1 | 0.00000.0 |
Propose logistics solutions for customers.13-1081 | 0.01007.1 | 0.00000.0 |
Develop specifications for equipment, tools, facility layouts, or material-handling systems.13-1081 | 0.01007.1 | 0.00000.0 |
Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.13-1081 | 0.01007.1 | 0.00000.0 |
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 |
|---|---|
Report project plans, progress, and results.O*NET Task ID 8940 | 1.0 |
Support the development of training materials and technical manuals.O*NET Task ID 8947 | 1.0 |
Develop an understanding of customers' needs and take actions to ensure that such needs are met.O*NET Task ID 8933 | 0.5 |
Direct availability and allocation of materials, supplies, and finished products.O*NET Task ID 8934 | 0.5 |
Collaborate with other departments as necessary to meet customer requirements, to take advantage of sales opportunities or, in the case of shortages, to minimize negative impacts on a business.O*NET Task ID 8935 | 0.5 |
Review logistics performance with customers against targets, benchmarks, and service agreements.O*NET Task ID 8937 | 0.5 |
Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.O*NET Task ID 8938 | 0.5 |
Direct team activities, establishing task priorities, scheduling and tracking work assignments, providing guidance, and ensuring the availability of resources.O*NET Task ID 8939 | 0.5 |
Direct and support the compilation and analysis of technical source data necessary for product development.O*NET Task ID 8941 | 0.5 |
Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.O*NET Task ID 8942 | 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