工业叉车与牵引车操作员
运输与物料搬运AI暴露度
- 数据来源: BLS发布时间: 2026-08
低· 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
0.000
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
0.20
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 86%。
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.
| Task | βE1 + 0.5 × E2 |
|---|---|
Weigh materials or products and record weight or other production data on tags or labels.O*NET Task ID 3206 | 0.5 |
Move controls to drive gasoline- or electric-powered trucks, cars, or tractors and transport materials between loading, processing, and storage areas.O*NET Task ID 3201 | 0.0 |
Move levers or controls that operate lifting devices, such as forklifts, lift beams with swivel-hooks, hoists, or elevating platforms, to load, unload, transport, or stack material.O*NET Task ID 3202 | 0.0 |
Position lifting devices under, over, or around loaded pallets, skids, or boxes and secure material or products for transport to designated areas.O*NET Task ID 3203 | 0.0 |
Perform routine maintenance on vehicles or auxiliary equipment, such as cleaning, lubricating, recharging batteries, fueling, or replacing liquefied-gas tank.O*NET Task ID 3205 | 0.0 |
Operate or tend automatic stacking, loading, packaging, or cutting machines.O*NET Task ID 3207 | 0.0 |
Signal workers to discharge, dump, or level materials.O*NET Task ID 3208 | 0.0 |
Hook tow trucks to trailer hitches and fasten attachments, such as graders, plows, rollers, or winch cables to tractors, using hitchpins.O*NET Task ID 3209 | 0.0 |
Turn valves and open chutes to dump, spray, or release materials from dump cars or storage bins into hoppers.O*NET Task ID 3210 | 0.0 |
Inspect product load for accuracy and safely move it around the warehouse or facility to ensure timely and complete delivery.O*NET Task ID 15265 | 0.0 |
Manually or mechanically load or unload materials from pallets, skids, platforms, cars, lifting devices, or other transport vehicles.O*NET Task ID 15266 | 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