Agents des Impots
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
0.028
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
| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.13-2081 | 0.00000.0 | —0 |
Examine accounting systems and records to determine whether accounting methods used were appropriate and in compliance with statutory provisions.13-2081 | 0.00000.0 | —0 |
Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation. | —0 | 0.00000.0 |
| Not observed on any surface — 18 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. | ||
Maintain records for each case, including contacts, telephone numbers, and actions taken. | —0 | —0 |
Contact taxpayers by mail or telephone to address discrepancies and to request supporting documentation. | —0 | —0 |
Send notices to taxpayers when accounts are delinquent. | —0 | —0 |
Notify taxpayers of any overpayment or underpayment, and either issue a refund or request further payment. | —0 | —0 |
Answer questions from taxpayers and assist them in completing tax forms. | —0 | —0 |
Collect taxes from individuals or businesses according to prescribed laws and regulations. | —0 | —0 |
Maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information. | —0 | —0 |
Review filed tax returns to determine whether claimed tax credits and deductions are allowed by law. | —0 | —0 |
Review selected tax returns to determine the nature and extent of audits to be performed on them. | —0 | —0 |
Enter tax return information into computers for processing. | —0 | —0 |
Impose payment deadlines on delinquent taxpayers and monitor payments to ensure that deadlines are met. | —0 | —0 |
Examine and analyze tax assets and liabilities to determine resolution of delinquent tax problems. | —0 | —0 |
Determine appropriate methods of debt settlement, such as offers of compromise, wage garnishment, or seizure and sale of property. | —0 | —0 |
Secure a taxpayer's agreement to discharge a tax assessment or submit contested determinations to other administrative or judicial conferees for appeals hearings. | —0 | —0 |
Prepare briefs and assist in searching and seizing records to prepare charges and documentation for court cases. | —0 | —0 |
Direct service of legal documents, such as subpoenas, warrants, notices of assessment, and garnishments. | —0 | —0 |
Investigate claims of inability to pay taxes by researching court information for the status of liens, mortgages, or financial statements, or by locating assets through third parties. | —0 | —0 |
Participate in informal appeals hearings on contested cases from other agents. | —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 |
|---|---|
Maintain records for each case, including contacts, telephone numbers, and actions taken.O*NET Task ID 5290 | 1.0 |
Send notices to taxpayers when accounts are delinquent.O*NET Task ID 5293 | 1.0 |
Enter tax return information into computers for processing.O*NET Task ID 5298 | 1.0 |
Check tax forms to verify that names and taxpayer identification numbers are correct, that computations have been performed correctly, or that amounts match those on supporting documentation.O*NET Task ID 5302 | 1.0 |
Collect taxes from individuals or businesses according to prescribed laws and regulations.O*NET Task ID 5288 | 0.5 |
Maintain knowledge of tax code changes, and of accounting procedures and theory to properly evaluate financial information.O*NET Task ID 5289 | 0.5 |
Confer with taxpayers or their representatives to discuss the issues, laws, and regulations involved in returns, and to resolve problems with returns.O*NET Task ID 5291 | 0.5 |
Contact taxpayers by mail or telephone to address discrepancies and to request supporting documentation.O*NET Task ID 5292 | 0.5 |
Notify taxpayers of any overpayment or underpayment, and either issue a refund or request further payment.O*NET Task ID 5294 | 0.5 |
Conduct independent field audits and investigations of income tax returns to verify information or to amend tax liabilities.O*NET Task ID 5295 | 0.5 |
Direct service of legal documents, such as subpoenas, warrants, notices of assessment, and garnishments.O*NET Task ID 5308 | 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