Negociants en Matieres Premieres
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
0.441
0.000Étendue des valeurs présentées ici0.745Échelle, base et source
- Source des données: ILOPublié: 2025
0.63
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, 2% 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 target companies or investment opportunities to inform investment decisions.41-3031 | 0.080318.0 |
Explain stock market terms or trading practices to clients.41-3031 | 0.060413.5 |
Review financial periodicals, stock and bond reports, business publications, or other material to identify potential investments for clients or to keep abreast of trends affecting market conditions.41-3031 | 0.03257.3 |
Offer advice on the purchase or sale of particular securities.41-3031 | 0.03187.1 |
Supply the latest price quotes on any security, as well as information on the activities or financial positions of the corporations issuing these securities.41-3031 | 0.02575.7 |
Contact prospective customers to determine customer needs, present information, or explain available services.41-3031 | 0.02495.6 |
Prepare documents needed to implement plans selected by clients.41-3031 | 0.02385.3 |
Devise trading, option, or hedge strategies.41-3031 | 0.02285.1 |
Analyze market conditions to determine optimum times to execute securities transactions.41-3031 | 0.01964.4 |
Prepare financial reports to monitor client or corporate finances.41-3031 | 0.01794.0 |
| Not observed on any surface — 24 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. | |
Complete sales order tickets and submit for processing of client-requested transactions. | —0 |
Interview clients to determine clients' assets, liabilities, cash flow, insurance coverage, tax status, or financial objectives. | —0 |
Calculate costs for billings or commissions. | —0 |
Keep accurate records of transactions. | —0 |
Discuss financial options with clients and keep them informed about transactions. | —0 |
Relay buy or sell orders to securities exchanges or to firm trading departments. | —0 |
Read corporate reports and calculate ratios to determine best prospects for profit on stock purchases. | —0 |
Determine customers' financial services needs and prepare proposals to sell services that address these needs. | —0 |
Develop prospects from current commercial customers, referral leads, or sales or trade meetings. | —0 |
Review business trends to advise customers regarding expected fluctuations. | —0 |
Make presentations on financial services to groups to attract new clients. | —0 |
Agree on buying or selling prices at optimal levels for clients. | —0 |
Make bids or offers to buy or sell securities. | —0 |
Receive sales order tickets and inspect forms to determine accuracy of information. | —0 |
Develop or maintain supplier or customer relationships. | —0 |
Process paperwork for special orders, including margin or option purchases. | —0 |
Review securities transactions to ensure conformance to regulations. | —0 |
Write or sign sales order confirmation forms to record or approve security transactions. | —0 |
Make transportation arrangements for sold or purchased commodities. | —0 |
Reconcile account-related statements, such as quarterly or annual statements or confirmations. | —0 |
Report deficiencies in account payments, securities deliveries, or documentation requirements to avoid rule violations. | —0 |
Supervise support staff and ensure proper execution of contracts. | —0 |
Buy, sell, or trade carbon emissions permits. | —0 |
Identify or pursue investment strategies related to the green economy, including green hedge funds, renewable energy markets, or clean technology investment opportunities. | —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 |
|---|---|
Keep accurate records of transactions.O*NET Task ID 23195 | 1.0 |
Complete sales order tickets and submit for processing of client-requested transactions.O*NET Task ID 23197 | 1.0 |
Report all positions or trading results.O*NET Task ID 23198 | 1.0 |
Explain stock market terms or trading practices to clients.O*NET Task ID 23212 | 1.0 |
Calculate costs for billings or commissions.O*NET Task ID 23213 | 1.0 |
Prepare and send requests for price quotations to all companies in a particular market.O*NET Task ID 23219 | 1.0 |
Make bids or offers to buy or sell securities.O*NET Task ID 23192 | 0.5 |
Monitor markets or positions.O*NET Task ID 23193 | 0.5 |
Agree on buying or selling prices at optimal levels for clients.O*NET Task ID 23194 | 0.5 |
Buy or sell stocks, bonds, commodity futures, foreign currencies, or other securities on behalf of investment dealers.O*NET Task ID 23196 | 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