土木工程师

生命、物理与社会科学

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    高· 相对

    低四级相对区间很高

    职业群单位数值

    尺度 · 母数 · 来源

    四级相对类别（低 / 中等 / 高 / 很高）

    以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档

    来源数据集（XLSX 文件下载）

  • 数据来源: Anthropic发布时间: 2026-03

    0.008

    0.000此处所载数值的范围0.745
    尺度 · 母数 · 来源

    观测暴露度指数，按发布原值0–1

    以O*NET任务映射为基准

    来源数据集

  • 数据来源: ILO发布时间: 2025

    0.30

    0.09此处所载数值的范围0.70

    职业群单位数值

    尺度 · 母数 · 来源

    生成式AI暴露度指数，按发布原值0–1

    ISCO-08职业小类单位 — 共用同一代码的职业取值相同

    本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 67%。

    来源数据集

该来源发布的是什么性质的数值

BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。

Task-level exposure

仅显示有暴露的工作
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

职业信息