城市与区域规划师

生命、物理与社会科学

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    很高· 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

    0.096

    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

    0.41

    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 36%。

    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 %
Recommend approval, denial, or conditional approval of proposals.

19-3051

0.0100100.00.010050.0
Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.

19-3051

0.00000.00.010050.0
Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.

19-3051

0.00000.00.00000.0
Identify opportunities or develop plans for sustainability projects or programs to improve energy efficiency, minimize pollution or waste, or restore natural systems.

19-3051

0.00000.0—0
Not observed on any surface — 21 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.
Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.
—0—0
Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.
—0—0
Conduct field investigations, surveys, impact studies, or other research to compile and analyze data on economic, social, regulatory, or physical factors affecting land use.
—0—0
Discuss with planning officials the purpose of land use projects, such as transportation, conservation, residential, commercial, industrial, or community use.
—0—0
Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.
—0—0
Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.
—0—0
Coordinate work with economic consultants or architects during the formulation of plans or the design of large pieces of infrastructure.
—0—0
Review and evaluate environmental impact reports pertaining to private or public planning projects or programs.
—0—0
Supervise or coordinate the work of urban planning technicians or technologists.
—0—0
Hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans.
—0—0
Advocate sustainability to community groups, government agencies, the general public, or special interest groups.
—0—0
Develop plans for public or alternative transportation systems for urban or regional locations to reduce carbon output associated with transportation.
—0—0
Evaluate proposals for infrastructure projects or other development for environmental impact or sustainability.
—0—0
Determine the effects of regulatory limitations on land use projects.
—0—0
Assess the feasibility of land use proposals and identify necessary changes.
—0—0
Investigate property availability for purposes of development.
—0—0
Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.
—0—0
Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.
—0—0
Prepare, develop and maintain maps and databases.
—0—0
Prepare, maintain and update files and records, including land use data and statistics.
—0—0
Respond to public inquiries and complaints.
—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