Engenheiros Civis

Ciências da Vida, Físicas e Sociais

Exposição à IA

  • Fonte dos dados: BLSPublicado: 2026-08

    Alto· relativa

    BaixoQuatro faixas relativasMuito alto

    Valor por grupo ocupacional

    Escala, base e fonte

    Quatro faixas relativas (Baixo / Moderado / Alto / Muito alto)

    831 ocupações detalhadas da tabela de projeções de emprego do BLS. O valor é atribuído por código da National Employment Matrix (NEM), pelo que as ocupações que partilham um código NEM recebem a mesma banda

    Conjunto de dados de origem (transferência XLSX)

  • Fonte dos dados: AnthropicPublicado: 2026-03

    0.008

    0.000Intervalo dos valores aqui apresentados0.745
    Escala, base e fonte

    Índice de exposição observada, 0–1 tal como publicado

    Mapeado sobre tarefas O*NET

    Conjunto de dados de origem

  • Fonte dos dados: ILOPublicado: 2025

    0.30

    0.09Intervalo dos valores aqui apresentados0.70

    Valor por grupo ocupacional

    Escala, base e fonte

    Índice de exposição à IA generativa, 0–1 tal como publicado

    Grupo de base CITP-08 — todas as ocupações com o mesmo código recebem este valor

    Calculado por este site, não publicado pela OIT: das 1.012 ocupações que este site liga ao conjunto de dados da OIT, 67% atingem ou superam este valor.

    Conjunto de dados de origem

Que tipo de valor esta fonte publica

A categoria de BLS é uma posição relativa, não um nível absoluto, e também não é uma medição de primeira mão: agrupa em quatro faixas as posições percentis da ocupação em vários estudos publicados. Não é uma previsão de emprego ou de salários, não é uma probabilidade de adoção e não distingue automação de aumento.

Task-level exposure

Apenas tarefas expostas
TaskClaude.aiRaw / share %APIRaw / share %
Provide technical advice to industrial or managerial personnel regarding design, construction, or program modifications or structural repairs.

17-2051

0.007622.8—0
Prepare project budgets, schedules, or specifications for labor or materials.

17-2051

0.005315.9—0
Confer with contractors, utility companies, or government agencies to discuss plans, specifications, or work schedules.

17-2051

0.004312.9—0
Investigate or test specific construction project materials to determine compliance to specifications or standards.

17-2051

0.004112.30.006335.2
Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

17-2051

0.003610.80.009352.0
Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

17-2051

0.003510.5—0
Check construction plans, design calculations, or cost estimations to ensure completeness, accuracy, or conformity to engineering standards or practices.

17-2051

0.00309.00.002312.8
Design or engineer drainage, erosion, or sedimentation control systems for transportation projects.

17-2051

0.00195.7—0
Not observed on any surface — 35 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
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 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

Informação ocupacional