Chercheurs en Informatique et Sciences de l'Information
Informatique et MathématiquesExposition 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
0.340
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.49
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, 21% 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
Tâches exposées uniquement| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.15-1111 | 0.503683.5 | 0.606995.7 |
Consult with users, management, vendors, and technicians to determine computing needs and system requirements.15-1111 | 0.073312.1 | 0.01302.0 |
Develop and interpret organizational goals, policies, and procedures.15-1111 | 0.01372.3 | 0.00210.3 |
Analyze problems to develop solutions involving computer hardware and software.15-1111 | 0.00731.2 | 0.00470.7 |
Assign or schedule tasks to meet work priorities and goals.15-1111 | 0.00280.5 | 0.00480.8 |
Develop performance standards, and evaluate work in light of established standards.15-1111 | 0.00260.4 | —0 |
Evaluate project plans and proposals to assess feasibility issues. | —0 | 0.00280.4 |
| Not observed on any surface — 8 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses. | —0 | —0 |
Meet with managers, vendors, and others to solicit cooperation and resolve problems. | —0 | —0 |
Participate in staffing decisions and direct training of subordinates. | —0 | —0 |
Design computers and the software that runs them. | —0 | —0 |
Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users. | —0 | —0 |
Participate in multidisciplinary projects in areas such as virtual reality, human-computer interaction, or robotics. | —0 | —0 |
Approve, prepare, monitor, and adjust operational budgets. | —0 | —0 |
Direct daily operations of departments, coordinating project activities with other departments. | —0 | —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 |
|---|---|
Analyze problems to develop solutions involving computer hardware and software.O*NET Task ID 14623 | 1.0 |
Apply theoretical expertise and innovation to create or apply new technology, such as adapting principles for applying computers to new uses.O*NET Task ID 14626 | 1.0 |
Conduct logical analyses of business, scientific, engineering, and other technical problems, formulating mathematical models of problems for solution by computers.O*NET Task ID 14629 | 1.0 |
Develop performance standards, and evaluate work in light of established standards.O*NET Task ID 14632 | 1.0 |
Design computers and the software that runs them.O*NET Task ID 14633 | 1.0 |
Assign or schedule tasks to meet work priorities and goals.O*NET Task ID 14624 | 0.5 |
Evaluate project plans and proposals to assess feasibility issues.O*NET Task ID 14625 | 0.5 |
Consult with users, management, vendors, and technicians to determine computing needs and system requirements.O*NET Task ID 14627 | 0.5 |
Develop and interpret organizational goals, policies, and procedures.O*NET Task ID 14630 | 0.5 |
Maintain network hardware and software, direct network security measures, and monitor networks to ensure availability to system users.O*NET Task ID 14634 | 0.5 |
Meet with managers, vendors, and others to solicit cooperation and resolve problems.O*NET Task ID 14628 | 0.0 |
Participate in staffing decisions and direct training of subordinates.O*NET Task ID 14631 | 0.0 |
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