铁路编组场工程师

运输与物料搬运

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

    0.20

    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%。

    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
TaskClaude.aiRaw / share %
Receive, relay, and act upon instructions and inquiries from train operations and customer service center personnel.

53-4013

0.0032100.0
Not observed on any surface — 24 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states.
Confer with conductors and other workers via radiotelephones or computers to exchange switching information.
—0
Signal crew members for movement of engines or trains, using lanterns, hand signals, radios, or telephones.
—0
Observe and respond to wayside and cab signals, including color light signals, position signals, torpedoes, flags, and hot box detectors.
—0
Drive engines within railroad yards or other establishments to couple, uncouple, or switch railroad cars.
—0
Inspect engines before and after use to ensure proper operation.
—0
Apply and release hand brakes.
—0
Read switching instructions and daily car schedules to determine work to be performed, or receive orders from yard conductors.
—0
Inspect the condition of stationary trains, rolling stock, and equipment.
—0
Observe water levels and oil, air, and steam pressure gauges to ensure proper operation of equipment.
—0
Spot cars for loading and unloading at customer locations.
—0
Inspect track for defects such as broken rails and switch malfunctions.
—0
Ride on moving cars by holding onto grab irons and standing on ladder steps.
—0
Operate track switches, derails, automatic switches, and retarders to change routing of train or cars.
—0
Couple and uncouple air hoses and electrical connections between cars.
—0
Report arrival and departure times, train delays, work order completion, and time on duty.
—0
Pull knuckles to open them for coupling.
—0
Provide assistance in aligning drawbars, using available equipment to lift, pull, or push on the drawbars.
—0
Drive locomotives to and from various stations in roundhouses to have locomotives cleaned, serviced, repaired, or supplied.
—0
Record numbers of cars available, numbers of cars sent to repair stations, and types of service needed.
—0
Perform routine repair and maintenance duties.
—0
Operate and control dinkey engines to transport and shunt cars at industrial or mine sites.
—0
Operate flatcars equipped with derricks or railcars to transport personnel or equipment.
—0
Provide assistance in the installation or repair of rails and ties.
—0
Operate switching diesel engines to switch railroad cars, using remote controls.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

职业信息