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AI暴露度

  • 数据来源: BLS发布时间: '26.08

    很高· 相对

    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: '26.03

    0.701

    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: '25

    0.58

    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 5%。

    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

显示隐藏的 13 项工作
TaskClaude.aiRaw / share %APIRaw / share %
Review insurance policy terms to determine whether a particular loss is covered by insurance.

43-4051

0.012328.40
Explain policies, procedures, or services to patients using medical or administrative knowledge.

43-4051

0.008319.10.00421.0
Develop and distribute newsletters, brochures, or other printed materials to share information with patients or medical staff.

43-4051

0.005913.60.00220.5
Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

43-4051

0.005011.50.061715.2
Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.

43-4051

0.004610.50.228656.5
Provide consultation or training to volunteers or staff on topics such as guest relations, patients' rights, and medical issues.

43-4051

0.00378.60
Confer with customers by telephone or in person to provide information about products or services, take or enter orders, cancel accounts, or obtain details of complaints.

43-4051

0.00194.30.070817.5
Refer patients to appropriate health care services or resources.

43-4051

0.00184.10
Refer unresolved customer grievances to designated departments for further investigation.
00.01634.0
Solicit sales of new or additional services or products.
00.00751.9

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information

与本职业相关的近期变化

2026年6月: Cited by ADP Research as an example of a high-AI-exposure occupation. Group-level payroll data shows employment in high-exposure occupations down 0.2% year over year overall and down 4.3% for workers aged 22-25 (33rd consecutive monthly decline). The percentages are for the high-exposure group, not for this occupation alone.

[来源: ADP Research, Canaries Dashboard (June 2026)]

2026年5月: Anthropic observed-exposure score: high (zero->observed gap small). High observed exposure due to simpler software pipelines and lower integration cost.

[来源: Anthropic Economic Research (Massenkoff & McCrory, 2026)]

2026年4月: NBER survey of 6,000 executives: 69% use AI but 90% report zero employment impact. Executives predict -0.7% employment decline over next 3 years.

[来源: NBER Working Paper 34836]