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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

仅显示有暴露的工作
TaskClaude.aiRaw / share %APIRaw / share %
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

0.060085.70.020028.6
Contact customers to respond to inquiries or to notify them of claim investigation results or any planned adjustments.

43-4051

0.010014.30.030042.9
Solicit sales of new or additional services or products.

43-4051

0.00000.00.010014.3
Resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills.

43-4051

0.00000.00.00000.0
Refer unresolved customer grievances to designated departments for further investigation.
00.010014.3
Check to ensure that appropriate changes were made to resolve customers' problems.
00.00000.0
Obtain and examine all relevant information to assess validity of complaints and to determine possible causes, such as extreme weather conditions that could increase utility bills.
00.00000.0
Not observed on any surface — 6 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.
Keep records of customer interactions or transactions, recording details of inquiries, complaints, or comments, as well as actions taken.
00
Determine charges for services requested, collect deposits or payments, or arrange for billing.
00
Complete contract forms, prepare change of address records, or issue service discontinuance orders, using computers.
00
Review insurance policy terms to determine whether a particular loss is covered by insurance.
00
Compare disputed merchandise with original requisitions and information from invoices and prepare invoices for returned goods.
00
Recommend improvements in products, packaging, shipping, service, or billing methods and procedures to prevent future problems.
00

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]