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AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    中等· 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

    0.000

    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

    0.26

    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 76%。

    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

TaskClaude.aiRaw / share %APIRaw / share %
Maintain records and logbooks.

33-2022

0.00000.00.00000.0
Not observed on any surface — 15 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.
Relay messages about emergencies, accidents, locations of crew and personnel, and fire hazard conditions.
—0—0
Direct crews working on firelines during forest fires.
—0—0
Estimate sizes and characteristics of fires, and report findings to base camps by radio or telephone.
—0—0
Administer regulations regarding sanitation, fire prevention, violation corrections, and related forest regulations.
—0—0
Extinguish smaller fires with portable extinguishers, shovels, and axes.
—0—0
Locate forest fires on area maps, using azimuth sighters and known landmarks.
—0—0
Examine and inventory firefighting equipment, such as axes, fire hoses, shovels, pumps, buckets, and fire extinguishers, to determine amount and condition.
—0—0
Direct maintenance and repair of firefighting equipment, or requisition new equipment.
—0—0
Restrict public access and recreational use of forest lands during critical fire seasons.
—0—0
Patrol assigned areas, looking for forest fires, hazardous conditions, and weather phenomena.
—0—0
Compile and report meteorological data, such as temperature, relative humidity, wind direction and velocity, and types of cloud formations.
—0—0
Inspect camp sites to ensure that campers are in compliance with forest use regulations.
—0—0
Inspect forest tracts and logging areas for fire hazards such as accumulated wastes or mishandling of combustibles, and recommend appropriate fire prevention measures.
—0—0
Conduct wildland firefighting training.
—0—0
Educate the public about fire safety and prevention.
—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