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商业与金融

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

    0.234

    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

    0.60

    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 4%。

    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 26 项工作
TaskClaude.aiRaw / share %APIRaw / share %
Recommend strategies for clients to meet their financial goals, such as borrowing money through loans or loan programs, declaring bankruptcy, making budget adjustments, or enrolling in debt management plans.

13-2071

0.110320.60.00797.1
Explain general financial topics to clients, such as credit report ratings, bankruptcy laws, consumer protection laws, wage attachments, or collection actions.

13-2071

0.109720.40.00333.0
Counsel clients on personal and family financial problems, such as excessive spending or borrowing of funds.

13-2071

0.066412.40.01099.8
Create debt management plans, spending plans, or budgets to assist clients to meet financial goals.

13-2071

0.064312.00.00797.1
Recommend educational materials or resources to clients on matters such as financial planning, budgeting, or credit.

13-2071

0.03847.20.00827.4
Explain services or policies to clients, such as debt management program rules, the advantages and disadvantages of using services, or creditor concession policies.

13-2071

0.03145.90.00746.6
Calculate amount of debt and funds available to plan methods of payoff and to estimate time for debt liquidation.

13-2071

0.02644.90.00302.7
Teach courses or seminars on topics such as budgeting, managing personal finances, or financial literacy.

13-2071

0.02113.90.00272.4
Estimate time for debt repayment given amount of debt, interest rates, and available funds.

13-2071

0.01282.4—0
Analyze potential loan markets to find opportunities to promote loans and financial services.

13-2071

0.00941.80.00252.2

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

职业信息