Ingenieros Civiles

Ciencias de la Vida, Físicas y Sociales

Exposición a la IA

  • Fuente de datos: BLSPublicado: 2026-08

    Alto· relativa

    BajoCuatro bandas relativasMuy alto

    Valor por grupo ocupacional

    Escala, base y fuente

    Cuatro bandas relativas (Bajo / Moderado / Alto / Muy alto)

    831 ocupaciones detalladas de la tabla de proyecciones de empleo de BLS. El valor se asigna por código de la National Employment Matrix (NEM), de modo que las ocupaciones que comparten un código NEM reciben la misma banda

    Conjunto de datos de origen (descarga XLSX)

  • Fuente de datos: AnthropicPublicado: 2026-03

    0.008

    0.000Rango de los valores aquí recogidos0.745
    Escala, base y fuente

    Índice de exposición observada, 0–1 tal como se publica

    Mapeado sobre tareas de O*NET

    Conjunto de datos de origen

  • Fuente de datos: ILOPublicado: 2025

    0.30

    0.09Rango de los valores aquí recogidos0.70

    Valor por grupo ocupacional

    Escala, base y fuente

    Índice de exposición a la IA generativa, 0–1 tal como se publica

    Grupo primario de la CIUO-08 — todas las ocupaciones con ese código reciben este valor

    Calculado por este sitio, no publicado por la OIT: de las 1012 ocupaciones que este sitio vincula al conjunto de datos de la OIT, un 67% alcanza o supera este valor.

    Conjunto de datos de origen

Qué tipo de cifra publica esta fuente

La categoría de BLS es un rango relativo, no un nivel absoluto, y tampoco es una medición de primera mano: agrupa en cuatro bandas los rangos percentiles de la ocupación en varios estudios publicados. No es una previsión de empleo ni de salarios, no es una probabilidad de adopción y no distingue entre automatización y aumento.

Task-level exposure

Solo tareas expuestas
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

Información ocupacional