厨师

食品准备与服务

AI暴露度

  • 数据来源: BLS发布时间: '26.08

    中等· 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

    0.012

    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

    0.18

    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 90%。

    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
Keep records and accounts.

O*NET Task ID 2185

1.0
Estimate expected food consumption, requisition or purchase supplies, or procure food from storage.

O*NET Task ID 2178

0.5
Consult with supervisory staff to plan menus, taking into consideration factors such as costs and special event needs.

O*NET Task ID 2181

0.5
Plan and price menu items.

O*NET Task ID 2186

0.5
Turn or stir foods to ensure even cooking.

O*NET Task ID 2169

0.0
Season and cook food according to recipes or personal judgment and experience.

O*NET Task ID 2170

0.0
Observe and test foods to determine if they have been cooked sufficiently, using methods such as tasting, smelling, or piercing them with utensils.

O*NET Task ID 2171

0.0
Weigh, measure, and mix ingredients according to recipes or personal judgment, using various kitchen utensils and equipment.

O*NET Task ID 2172

0.0
Portion, arrange, and garnish food, and serve food to waiters or patrons.

O*NET Task ID 2173

0.0
Substitute for or assist other cooks during emergencies or rush periods.

O*NET Task ID 2175

0.0
Bake, roast, broil, and steam meats, fish, vegetables, and other foods.

O*NET Task ID 2176

0.0
Wash, peel, cut, and seed fruits and vegetables to prepare them for consumption.

O*NET Task ID 2177

0.0
Carve and trim meats such as beef, veal, ham, pork, and lamb for hot or cold service, or for sandwiches.

O*NET Task ID 2179

0.0
Coordinate and supervise work of kitchen staff.

O*NET Task ID 2180

0.0
Butcher and dress animals, fowl, or shellfish, or cut and bone meat prior to cooking.

O*NET Task ID 2182

0.0
Bake breads, rolls, cakes, and pastries.

O*NET Task ID 2183

0.0
Prepare relishes and hors d'oeuvres.

O*NET Task ID 2184

0.0
Inspect and clean food preparation areas, such as equipment, work surfaces, and serving areas, to ensure safe and sanitary food-handling practices.

O*NET Task ID 18722

0.0
Ensure food is stored and cooked at correct temperature by regulating temperature of ovens, broilers, grills, and roasters.

O*NET Task ID 18723

0.0
Ensure freshness of food and ingredients by checking for quality, keeping track of old and new items, and rotating stock.

O*NET Task ID 18724

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

Occupation information

与本职业相关的近期变化

2026年5月: Anthropic observed-exposure score: 0% (physical/in-person). Zero observed exposure. Physical/in-person work — AI deployment effectively absent.

[来源: Anthropic Economic Research (Massenkoff & McCrory, 2026)]