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医疗保健

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

    0.133

    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

    0.41

    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 36%。

    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

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
Develop curriculum and prepare manuals, visual aids, course outlines, and other materials used in teaching.

O*NET Task ID 322

1.0
Write research reports and other publications to document and communicate research findings.

O*NET Task ID 333

1.0
Develop recipes and menus to address special nutrition needs, such as low glycemic, low histamine, or gluten- or allergen-free.

O*NET Task ID 23916

1.0
Assess nutritional needs, diet restrictions, and current health plans to develop and implement dietary-care plans and provide nutritional counseling.

O*NET Task ID 314

0.5
Consult with physicians and health care personnel to determine nutritional needs and diet restrictions of patient or client.

O*NET Task ID 315

0.5
Advise patients and their families on nutritional principles, dietary plans, diet modifications, and food selection and preparation.

O*NET Task ID 316

0.5
Counsel individuals and groups on basic rules of good nutrition, healthy eating habits, and nutrition monitoring to improve their quality of life.

O*NET Task ID 317

0.5
Monitor food service operations to ensure conformance to nutritional, safety, sanitation and quality standards.

O*NET Task ID 318

0.5
Coordinate recipe development and standardization and develop new menus for independent food service operations.

O*NET Task ID 319

0.5
Develop policies for food service or nutritional programs to assist in health promotion and disease control.

O*NET Task ID 320

0.5
Purchase food in accordance with health and safety codes.

O*NET Task ID 324

0.0
Test new food products and equipment.

O*NET Task ID 335

0.0

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

职业信息