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食品准备与服务

AI暴露度

  • 数据来源: BLS发布时间: 2026-08

    中等· 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

    0.000

    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

    0.24

    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 79%。

    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
Take customers' orders and write ordered items on tickets, giving ticket stubs to customers when needed to identify filled orders.

O*NET Task ID 23119

1.0
Request and record customer orders, and compute bills, using cash registers, multi-counting machines, or pencil and paper.

O*NET Task ID 23104

0.5
Plan, prepare, and deliver meals to individuals with special dietary needs.

O*NET Task ID 23125

0.5
Arrange reservations for patrons of dining establishments.

O*NET Task ID 23126

0.5
Communicate with customers regarding orders, comments, and complaints.

O*NET Task ID 23099

0.0
Accept payment from customers, and make change as necessary.

O*NET Task ID 23100

0.0
Scrub and polish counters, steam tables, and other equipment, and clean glasses, dishes, and fountain equipment.

O*NET Task ID 23101

0.0
Perform cleaning duties, such as sweeping, mopping, and washing dishes, to keep equipment and facilities sanitary.

O*NET Task ID 23102

0.0
Balance receipts and payments in cash registers.

O*NET Task ID 23103

0.0
Serve food, beverages, or desserts to customers in such settings as take-out counters of restaurants or lunchrooms, business or industrial establishments, hotel rooms, and cars.

O*NET Task ID 23105

0.0
Prepare daily food items, and cook simple foods and beverages, such as sandwiches, salads, soups, pizza, or coffee, using proper safety precautions and sanitary measures.

O*NET Task ID 23106

0.0
Clean and organize eating, service, and kitchen areas.

O*NET Task ID 23107

0.0
Monitor and order supplies or food items, and restock as necessary to maintain inventory.

O*NET Task ID 23108

0.0
Brew coffee and tea, and fill containers with requested beverages.

O*NET Task ID 23109

0.0
Serve customers in eating places that specialize in fast service and inexpensive carry-out food.

O*NET Task ID 23110

0.0
Collect and return dirty dishes to the kitchen for washing.

O*NET Task ID 23111

0.0
Wash dishes, glassware, and silverware after meals.

O*NET Task ID 23112

0.0
Wrap menu items such as sandwiches, hot entrees, and desserts for serving or for takeout.

O*NET Task ID 23113

0.0
Notify kitchen personnel of shortages or special orders.

O*NET Task ID 23114

0.0
Prepare and serve cold drinks, frozen milk drinks, or desserts, using drink-dispensing, milkshake, or frozen-custard machines.

O*NET Task ID 23115

0.0
Select food items from serving or storage areas and place them in dishes, on serving trays, or in take-out bags.

O*NET Task ID 23116

0.0
Replenish foods at serving stations.

O*NET Task ID 23117

0.0
Perform personnel activities, such as supervising and training employees.

O*NET Task ID 23118

0.0
Distribute food to servers.

O*NET Task ID 23120

0.0
Set up dining areas for meals, and clear them following meals.

O*NET Task ID 23121

0.0
Add relishes and garnishes to food orders, according to instructions.

O*NET Task ID 23122

0.0
Deliver orders to kitchens, and pick up and serve food when it is ready.

O*NET Task ID 23123

0.0
Arrange tables and decorations according to instructions.

O*NET Task ID 23124

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