Ingénieurs Civils

Sciences de la Vie, Physiques et Sociales

Exposition à l'IA

  • Source des données: BLSPublié: 2026-08

    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

    0.008

    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

    0.30

    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, 67% 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 %
Investigate or test specific construction project materials to determine compliance to specifications or standards.

17-2051

0.028859.50.027581.5
Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

17-2051

0.006212.80.003410.0
Provide technical advice to industrial or managerial personnel regarding design, construction, or program modifications or structural repairs.

17-2051

0.005611.6—0
Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.

17-2051

0.00326.6—0
Prepare project budgets, schedules, or specifications for labor or materials.

17-2051

0.00265.4—0
Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

17-2051

0.00204.10.00298.5
Not observed on any surface — 37 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 load and grade requirements, water flow rates, or material stress factors to determine design specifications.
—0—0
Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.
—0—0
Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.
—0—0
Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.
—0—0
Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.
—0—0
Design energy efficient or environmentally sound civil structures.
—0—0
Direct engineering activities ensuring compliance with environmental, safety, or other governmental regulations.
—0—0
Identify environmental risks and develop risk management strategies for civil engineering projects.
—0—0
Manage and direct the construction, operations, or maintenance activities at project site.
—0—0
Plan and design transportation or hydraulic systems or structures using computer assisted design or drawing tools.
—0—0
Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.
—0—0
Analyze manufacturing processes or byproducts to identify engineering solutions to minimize the output of carbon or other pollutants.
—0—0
Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.
—0—0
Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.
—0—0
Present data, maps, or other information at construction-related public hearings or meetings.
—0—0
Review development plans to determine potential traffic impact.
—0—0
Prepare administrative, technical, or statistical reports on traffic-operation matters, such as accidents, safety measures, or pedestrian volume or practices.
—0—0
Evaluate transportation systems or traffic control devices or lighting systems to determine need for modification or expansion.
—0—0
Evaluate traffic control devices or lighting systems to determine need for modification or expansion.
—0—0
Plan alteration or modification of existing transportation structures to improve safety or function.
—0—0
Participate in contract bidding, negotiation, or administration.
—0—0
Model transportation scenarios to evaluate the impacts of activities such as new development or to identify possible solutions to transportation problems.
—0—0
Investigate traffic problems and recommend methods to improve traffic flow or safety.
—0—0
Inspect completed transportation projects to ensure safety or compliance with applicable standards or regulations.
—0—0
Estimate transportation project costs.
—0—0
Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.
—0—0
Analyze environmental impact statements for transportation projects.
—0—0
Design or prepare plans for new transportation systems or parts of systems, such as airports, commuter trains, highways, streets, bridges, drainage structures, or roadway lighting.
—0—0
Develop or assist in the development of transportation-related computer software or computer processes.
—0—0
Prepare final project layout drawings that include details such as stress calculations.
—0—0
Direct the surveying, staking, or laying-out of construction projects.
—0—0
Supervise the maintenance or repair of transportation systems or system components.
—0—0
Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.
—0—0
Design transportation systems or structures using sustainable materials or products, such as porous pavement or bioretention structures.
—0—0
Develop plans to deconstruct damaged or obsolete roadways or other transportation structures in a manner that is environmentally sound or prepares the land for sustainable development.
—0—0
Evaluate construction project materials for compliance with environmental standards.
—0—0
Inspect completed transportation projects to ensure compliance with environmental regulations.
—0—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Informations professionnelles