Experts en Sinistres et Enquêteurs
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
0.082
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.45
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, 25% 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 % |
|---|---|
Analyze information gathered by investigation and report findings and recommendations.13-1031 | 0.010273.9 |
Examine claims forms and other records to determine insurance coverage.13-1031 | 0.002014.2 |
Prepare reports to be submitted to company's data processing department.13-1031 | 0.001611.9 |
| Not observed on any surface — 26 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. | |
Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio. | —0 |
Pay and process claims within designated authority level. | —0 |
Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies. | —0 |
Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation. | —0 |
Resolve complex, severe exposure claims, using high service oriented file handling. | —0 |
Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis. | —0 |
Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures. | —0 |
Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments. | —0 |
Present cases and participate in their discussion at claim committee meetings. | —0 |
Contact or interview claimants, doctors, medical specialists, or employers to get additional information. | —0 |
Confer with legal counsel on claims requiring litigation. | —0 |
Report overpayments, underpayments, and other irregularities. | —0 |
Communicate with reinsurance brokers to obtain information necessary for processing claims. | —0 |
Supervise claims adjusters to ensure that adjusters have followed proper methods. | —0 |
Conduct detailed bill reviews to implement sound litigation management and expense control. | —0 |
Negotiate claim settlements and recommend litigation when settlement cannot be negotiated. | —0 |
Prepare report of findings of investigation. | —0 |
Collect evidence to support contested claims in court. | —0 |
Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims. | —0 |
Refer questionable claims to investigator or claims adjuster for investigation or settlement. | —0 |
Investigate and assess damage to property and create or review property damage estimates. | —0 |
Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review. | —0 |
Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability. | —0 |
Examine titles to property to determine validity and act as company agent in transactions with property owners. | —0 |
Obtain credit information from banks and other credit services. | —0 |
Communicate with former associates to verify employment record and to obtain background information regarding persons or businesses applying for credit. | —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 |
|---|---|
Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.O*NET Task ID 21429 | 1.0 |
Communicate with reinsurance brokers to obtain information necessary for processing claims.O*NET Task ID 21440 | 1.0 |
Prepare reports to be submitted to company's data processing department.O*NET Task ID 21441 | 1.0 |
Examine claims forms and other records to determine insurance coverage.O*NET Task ID 21417 | 0.5 |
Analyze information gathered by investigation and report findings and recommendations.O*NET Task ID 21418 | 0.5 |
Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.O*NET Task ID 21419 | 0.5 |
Investigate and assess damage to property and create or review property damage estimates.O*NET Task ID 21420 | 0.5 |
Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.O*NET Task ID 21421 | 0.5 |
Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.O*NET Task ID 21422 | 0.5 |
Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.O*NET Task ID 21423 | 0.5 |
Attend mediations or trials.O*NET Task ID 21443 | 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