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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

    0.186

    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

    0.43

    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 30%。

    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 %
Compute figures such as balances, totals, or commissions.

43-1011

0.180048.60.030015.8
Research, compile, and prepare reports, manuals, correspondence, or other information required by management or governmental agencies.

43-1011

0.120032.40.070036.8
Analyze financial activities of establishments or departments and provide input into budget planning and preparation processes.

43-1011

0.03008.10.050026.3
Resolve customer complaints or answer customers' questions regarding policies and procedures.

43-1011

0.03008.10.030015.8
Develop or update procedures, policies, or standards.

43-1011

0.01002.7—0
Review records or reports pertaining to activities such as production, payroll, or shipping to verify details, monitor work activities, or evaluate performance.

43-1011

0.00000.00.01005.3
Interpret and communicate work procedures and company policies to staff.

43-1011

0.00000.00.00000.0
Coordinate activities with other supervisory personnel or with other work units or departments.

43-1011

0.00000.00.00000.0
Make recommendations to management concerning such issues as staffing decisions or procedural changes.

43-1011

0.00000.00.00000.0
Maintain records pertaining to inventory, personnel, orders, supplies, or machine maintenance.

43-1011

0.00000.0—0
Plan layouts of stockrooms, warehouses, or other storage areas, considering turnover, size, weight, or related factors pertaining to items stored.

43-1011

0.00000.0—0
Recruit, interview, and select employees.
—00.00000.0
Not observed on any surface — 16 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.
Supervise the work of office, administrative, or customer service employees to ensure adherence to quality standards, deadlines, and proper procedures, correcting errors or problems.
—0—0
Provide employees with guidance in handling difficult or complex problems or in resolving escalated complaints or disputes.
—0—0
Implement corporate or departmental policies, procedures, and service standards in conjunction with management.
—0—0
Discuss job performance problems with employees to identify causes and issues and to work on resolving problems.
—0—0
Train or instruct employees in job duties or company policies or arrange for training to be provided.
—0—0
Evaluate employees' job performance and conformance to regulations and recommend appropriate personnel action.
—0—0
Prepare and issue work schedules, deadlines, and duty assignments for office or administrative staff.
—0—0
Consult with managers or other personnel to resolve problems in areas such as equipment performance, output quality, or work schedules.
—0—0
Participate in the work of subordinates to facilitate productivity or to overcome difficult aspects of work.
—0—0
Design, implement, or evaluate staff training and development programs, customer service initiatives, or performance measurement criteria.
—0—0
Develop work schedules according to budgets and workloads.
—0—0
Monitor inventory levels and requisition or purchase supplies as needed.
—0—0
Plan for or coordinate office services, such as equipment or supply acquisition or organization, disposal of assets, relocation, parking, maintenance, or security services.
—0—0
Arrange for necessary maintenance or repair work.
—0—0
Keep informed of provisions of labor-management agreements and their effects on departmental operations.
—0—0
Coordinate or perform activities associated with shipping, receiving, distribution, or transportation.
—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