Conseillers Fiscaux
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
0.128
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.51
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, 17% 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 % |
|---|---|---|
Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.13-2082 | 0.040057.1 | 0.010014.3 |
Explain federal and state tax laws to individuals and companies.13-2082 | 0.020028.6 | 0.00000.0 |
Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.13-2082 | 0.010014.3 | 0.040057.1 |
Schedule appointments with clients.13-2082 | 0.00000.0 | 0.020028.6 |
Answer questions and provide future tax planning to clients.13-2082 | 0.00000.0 | —0 |
| Not observed on any surface — 7 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. | ||
Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables. | —0 | —0 |
Prepare or assist in preparing simple to complex tax returns for individuals or small businesses. | —0 | —0 |
Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum. | —0 | —0 |
Interview clients to obtain additional information on taxable income and deductible expenses and allowances. | —0 | —0 |
Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns. | —0 | —0 |
Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns. | —0 | —0 |
Calculate form preparation fees according to return complexity and processing time required. | —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 |
|---|---|
Compute taxes owed or overpaid, using adding machines or personal computers, and complete entries on forms, following tax form instructions and tax tables.O*NET Task ID 7358 | 1.0 |
Calculate form preparation fees according to return complexity and processing time required.O*NET Task ID 7365 | 1.0 |
Check data input or verify totals on forms prepared by others to detect errors in arithmetic, data entry, or procedures.O*NET Task ID 7366 | 1.0 |
Prepare or assist in preparing simple to complex tax returns for individuals or small businesses.O*NET Task ID 7359 | 0.5 |
Use all appropriate adjustments, deductions, and credits to keep clients' taxes to a minimum.O*NET Task ID 7360 | 0.5 |
Interview clients to obtain additional information on taxable income and deductible expenses and allowances.O*NET Task ID 7361 | 0.5 |
Review financial records, such as income statements and documentation of expenditures to determine forms needed to prepare tax returns.O*NET Task ID 7362 | 0.5 |
Furnish taxpayers with sufficient information and advice to ensure correct tax form completion.O*NET Task ID 7363 | 0.5 |
Consult tax law handbooks or bulletins to determine procedures for preparation of atypical returns.O*NET Task ID 7364 | 0.5 |
Answer questions and provide future tax planning to clients.O*NET Task ID 20363 | 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