Spécialistes en Gestion des Risques

Affaires et Finances

Exposition à l'IA

  • Source des données: BLSPublié: 2026-08

    Très élevée· relative

    FaibleQuatre bandes relativesTrès élevée

    Valeur 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

    Jeu de données source (téléchargement XLSX)

  • Source des données: AnthropicPublié: 2026-03

    0.220

    0.000Étendue des valeurs présentées ici0.745
    Échelle, base et source

    Indice d'exposition observée, 0–1 tel que publié

    Rapporté aux tâches O*NET

    Jeu de données source

  • Source des données: ILOPublié: 2025

    0.44

    0.09Étendue des valeurs présentées ici0.70

    Valeur 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, 28% atteignent ou dépassent cette valeur.

    Jeu de données source

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
TaskClaude.aiRaw / share %APIRaw / share %
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models.

13-2099

0.088521.20.049617.6
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions.

13-2099

0.050612.10.00832.9
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.

13-2099

0.043310.40.02318.2
Prepare all materials for transactions or execution of deals.

13-2099

0.02586.20.01184.2
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.

13-2099

0.01664.00.00752.7
Create client presentations of plan details.

13-2099

0.01664.00.00220.8
Develop or implement risk-assessment models or methodologies.

13-2099

0.01633.90.01394.9
Interpret results of financial analysis procedures.

13-2099

0.01633.90.01264.5
Produce written summary reports of financial research results.

13-2099

0.01253.00.01786.3
Provide application or analytical support to researchers or traders on issues such as valuations or data.

13-2099

0.01162.80.00903.2
Not observed on any surface — 46 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.
Collaborate in the development or testing of new analytical software to ensure compliance with user requirements, specifications, or scope.
—0—0
Consult traders or other financial industry personnel to determine the need for new or improved analytical applications.
—0—0
Confer with other financial engineers or analysts on trading strategies, market dynamics, or trading system performance to inform development of quantitative techniques.
—0—0
Collaborate with product development teams to research, model, validate, or implement quantitative structured solutions for new or expanded markets.
—0—0
Devise or apply independent models or tools to help verify results of analytical systems.
—0—0
Analyze pricing or risks of carbon trading products.
—0—0
Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities.
—0—0
Develop solutions to help clients hedge carbon exposure or risk.
—0—0
Develop tools to assess green technologies or green financial products, such as green hedge funds or social responsibility investment funds.
—0—0
Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations.
—0—0
Develop contingency plans to deal with emergencies.
—0—0
Devise scenario analyses reflecting possible severe market events.
—0—0
Analyze new legislation to determine impact on risk exposure.
—0—0
Recommend ways to control or reduce risk.
—0—0
Plan, and contribute to development of, risk management systems.
—0—0
Gather risk-related data from internal or external resources.
—0—0
Document, and ensure communication of, key risks.
—0—0
Devise systems and processes to monitor validity of risk modeling outputs.
—0—0
Review or draft risk disclosures for offer documents.
—0—0
Consult financial literature to ensure use of the latest models or statistical techniques.
—0—0
Determine potential environmental impacts of new products or processes on long-term growth and profitability.
—0—0
Determine potential liability related to the use of more sustainable methods of product packaging, such as biodegradable food containers.
—0—0
Evaluate the risks and benefits involved in implementing green building technologies.
—0—0
Evaluate the risks related to green investments, such as renewable energy company stocks.
—0—0
Structure marketing campaigns to find buyers for new securities.
—0—0
Supervise, train, or mentor junior team members.
—0—0
Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages.
—0—0
Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.
—0—0
Confer with clients to restructure debt, refinance debt, or raise new debt.
—0—0
Advise clients on aspects of capitalization, such as amounts, sources, or timing.
—0—0
Direct communications between corporate issuers of new securities and the general public.
—0—0
Arrange deals involving green investments in areas such as alternative energy product development, green technologies, or sustainable agriculture.
—0—0
Specialize in green financial instruments, such as socially responsible mutual funds or exchange-traded funds (ETF) that are comprised of green companies.
—0—0
Research or evaluate new technologies for use in fraud detection systems.
—0—0
Negotiate with responsible parties to arrange for recovery of losses due to fraud.
—0—0
Conduct field surveillance to gather case-related information.
—0—0
Testify in court regarding investigation findings.
—0—0
Advise businesses or agencies on ways to improve fraud detection.
—0—0
Recommend actions in fraud cases.
—0—0
Lead, or participate in, fraud investigation teams.
—0—0
Interview witnesses or suspects and take statements.
—0—0
Evaluate business operations to identify risk areas for fraud.
—0—0
Create and maintain logs, records, or databases of information about fraudulent activity.
—0—0
Coordinate investigative efforts with law enforcement officers and attorneys.
—0—0
Obtain and serve subpoenas.
—0—0
Arrest individuals to be charged with fraud.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

Informations professionnelles