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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

    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

    0.17

    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 91%。

    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.

TaskβE1 + 0.5 × E2
Record and report information about mileage or track inspected, repairs performed, and equipment requiring replacement.

O*NET Task ID 13912

1.0
Install, inspect, maintain, and repair various railroad service equipment on the road or in the shop, including railroad signal systems.

O*NET Task ID 13905

0.0
Inspect and test operation, mechanical parts, and circuitry of gate crossings, signals, and signal equipment such as interlocks and hotbox detectors.

O*NET Task ID 13906

0.0
Inspect switch-controlling mechanisms on trolley wires and in track beds, using hand tools and test equipment.

O*NET Task ID 13907

0.0
Drive motor vehicles to job sites.

O*NET Task ID 13908

0.0
Tighten loose bolts, using wrenches, and test circuits and connections by opening and closing gates.

O*NET Task ID 13909

0.0
Inspect electrical units of railroad grade crossing gates and repair loose bolts and defective electrical connections and parts.

O*NET Task ID 13910

0.0
Replace defective wiring, broken lenses, or burned-out light bulbs.

O*NET Task ID 13911

0.0
Inspect, maintain, and replace batteries as needed.

O*NET Task ID 13913

0.0
Lubricate moving parts on gate-crossing mechanisms and swinging signals.

O*NET Task ID 13914

0.0
Clean lenses of lamps with cloths and solvents.

O*NET Task ID 13915

0.0
Maintain high tension lines, de-energizing lines for power companies when repairs are requested.

O*NET Task ID 13916

0.0
Test air lines and air cylinders on pneumatically operated gates.

O*NET Task ID 13917

0.0
Test and repair track circuits.

O*NET Task ID 23936

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