多式联运调度员
运输与物料搬运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
- 数据来源: Anthropic发布时间: 2026-03
0.226
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.50
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 17%。
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
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Relay work orders, messages, or information to or from work crews, supervisors, or field inspectors, using telephones or two-way radios.O*NET Task ID 2725 | 1.0 |
Receive or prepare work orders.O*NET Task ID 2728 | 1.0 |
Record and maintain files or records of customer requests, work or services performed, charges, expenses, inventory, or other dispatch information.O*NET Task ID 2731 | 1.0 |
Determine types or amounts of equipment, vehicles, materials, or personnel required, according to work orders or specifications.O*NET Task ID 2732 | 1.0 |
Schedule or dispatch workers, work crews, equipment, or service vehicles to appropriate locations, according to customer requests, specifications, or needs, using radios or telephones.O*NET Task ID 2723 | 0.5 |
Arrange for necessary repairs to restore service and schedules.O*NET Task ID 2724 | 0.5 |
Confer with customers or supervising personnel to address questions, problems, or requests for service or equipment.O*NET Task ID 2726 | 0.5 |
Prepare daily work and run schedules.O*NET Task ID 2727 | 0.5 |
Oversee all communications within specifically assigned territories.O*NET Task ID 2729 | 0.5 |
Monitor personnel or equipment locations and utilization to coordinate service and schedules.O*NET Task ID 2730 | 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