金融审查员

商业与金融

AI暴露度

  • 数据来源: BLS发布时间: '26.08

    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: '26.03

    0.043

    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

    0.62

    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 3%。

    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 1 项工作

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.

TaskβE1 + 0.5 × E2
Train other examiners in the financial examination process.

O*NET Task ID 7322

1.0
Investigate activities of institutions to enforce laws and regulations and to ensure legality of transactions and operations or financial solvency.

O*NET Task ID 7314

0.5
Review and analyze new, proposed, or revised laws, regulations, policies, and procedures to interpret their meaning and determine their impact.

O*NET Task ID 7315

0.5
Plan, supervise, and review work of assigned subordinates.

O*NET Task ID 7316

0.5
Recommend actions to ensure compliance with laws and regulations, or to protect solvency of institutions.

O*NET Task ID 7317

0.5
Examine the minutes of meetings of directors, stockholders, and committees to investigate the specific authority extended at various levels of management.

O*NET Task ID 7318

0.5
Prepare reports, exhibits, and other supporting schedules that detail an institution's safety and soundness, compliance with laws and regulations, and recommended solutions to questionable financial conditions.

O*NET Task ID 7319

0.5
Review balance sheets, operating income and expense accounts, and loan documentation to confirm institution assets and liabilities.

O*NET Task ID 7320

0.5
Review audit reports of internal and external auditors to monitor adequacy of scope of reports or to discover specific weaknesses in internal routines.

O*NET Task ID 7321

0.5
Establish guidelines for procedures and policies that comply with new and revised regulations and direct their implementation.

O*NET Task ID 7323

0.5

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

Data sources & licenses — O*NET®, 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4月: ATE 0.42 by 2027 in SF Bay Tier 1. Part of the 91.7% of financial occupations crossing moderate-risk threshold in Tier 1 by 2027.

[来源: arXiv 2604.00186 (Gupta & Kumar, 2026)]

2026年3月: Published evergreen blog analysis: AI exposure 63%, automation risk 46/100 in 2025.

[来源: AI Changing Work Blog]