Rail Yard Engineers, Dinkey Operators, and Hostlers

Transportation and Material Moving Occupations
O*NET-SOC 代码
53-4013.00

Drive switching or other locomotive or dinkey engines within railroad yard, industrial plant, quarry, construction project, or similar location.

  • 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

    按 SOC 2018 职业发布的数值；具有相同 SOC 2018 代码的所有 O*NET 职业均显示此值

    来源数据集（CSV 文件下载）

  • 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

    按 ISCO-08 细类（4 位）发布的数值。按原样应用美国劳工统计局（BLS）的官方对照表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）关联到本职业，对应关系为全部或部分对应

    来源数据集（PDF 文件下载）

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

显示隐藏的 24 项工作

已评分任务 25 项 · β ≥ 0.5 的任务 5 项（20.0%）

β = 直接暴露（E1）+ 0.5 × 借助工具时的暴露（E2），依据原始代码库的定义。

  • 原始单位：O*NET 27.2 任务 → O*NET 31.0 职业代码
  • 已评分任务中有 2 项不在 O*NET 31.0 任务列表中，其分数按 O*NET 27.2 的发布值保留。
来源
OpenAI "GPTs are GPTs" exposure rubric
版本
gh-main-0471612
许可
MIT License, Copyright (c) 2024 OpenAI
Task (O*NET 20.1)Claude.aiRaw / share %
Receive, relay, and act upon instructions and inquiries from train operations and customer service center personnel.

53-4013.00

0.0026100.0

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

O*NET 31.0 全部任务（23 项）

本职业在 O*NET 31.0 中的全部任务（英文原文；任务类型为核心或补充）。暴露值不列在此清单中，而在上方表格里，位于各来源所用 O*NET 版本的任务表述旁。

任务（O*NET 31.0）类型
Confer with conductors and other workers via radiotelephones or computers to exchange switching information.核心
Signal crew members for movement of engines or trains, using lanterns, hand signals, radios, or telephones.核心
Observe and respond to wayside and cab signals, including color light signals, position signals, torpedoes, flags, and hot box detectors.核心
Drive engines within railroad yards or other establishments to couple, uncouple, or switch railroad cars.核心
Inspect engines before and after use to ensure proper operation.核心
Apply and release hand brakes.核心
Read switching instructions and daily car schedules to determine work to be performed, or receive orders from yard conductors.核心
Inspect the condition of stationary trains, rolling stock, and equipment.核心
Observe water levels and oil, air, and steam pressure gauges to ensure proper operation of equipment.核心
Spot cars for loading and unloading at customer locations.核心
Inspect track for defects such as broken rails and switch malfunctions.核心
Operate track switches, derails, automatic switches, and retarders to change routing of train or cars.核心
Receive, relay, and act upon instructions and inquiries from train operations and customer service center personnel.核心
Couple and uncouple air hoses and electrical connections between cars.核心
Report arrival and departure times, train delays, work order completion, and time on duty.核心
Pull knuckles to open them for coupling.核心
Provide assistance in aligning drawbars, using available equipment to lift, pull, or push on the drawbars.核心
Drive locomotives to and from various stations in roundhouses to have locomotives cleaned, serviced, repaired, or supplied.核心
Perform routine repair and maintenance duties.核心
Ride on moving cars by holding onto grab irons and standing on ladder steps.补充
Record numbers of cars available, numbers of cars sent to repair stations, and types of service needed.补充
Operate flatcars equipped with derricks or railcars to transport personnel or equipment.补充
Provide assistance in the installation or repair of rails and ties.补充

职业信息

就业展望（BLS）

就业人数，2025
4K
预计就业人数，2035
4K
变化 (2025–35)
+0.8%
年薪中位数，2025
$60,600
入职通常所需学历
High school diploma or equivalent
最低 $30,890BLS EP 2025–35 中 825 个细分职业的工资中位数范围最高 $559,030

来源: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

韩国职业分类关联（KSCO）

来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。

KSCO 代码KSCO 名称关系状态
87119그 외 철도 및 전동차 기관사本职业范围更窄已确认

关系与状态的定义(kr-direct v1.1)

国际劳工组织（ILO）职业说明

以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局（BLS）发布的对照表（2018 SOC→2010 SOC、2010 SOC→ISCO-08）、不逐案取舍，与本职业相关联；每项关联可能是完全对应，也可能是部分对应。

  • ISCO-08 8311Locomotive Engine Drivers

    机车司机

自行翻译

自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。

以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述，而不是对本职业的描述。

Locomotive engine drivers drive, or assist in driving, locomotive engines to transport passengers and freight.

任务

  • (a) driving or assisting in driving a steam, electric or diesel-electric locomotive engine;
  • (b) driving an underground or elevated passenger train;
  • (c) driving a locomotive to haul carriages underground or on the surface of a mine or quarry;
  • (d) watching for track hazards, observing signals and indicator gauges;
  • (e) operating communications systems to communicate with train crews and traffic controllers to ensure safe operation and scheduling of trains.

职业示例

Locomotive driver · Metropolitan railway driver · Train driver

Sources: ILO ISCO-08 — details: Credits

ESCO 职业词汇

以下每一项都是在已公开的ESCO-O*NET Crosswalk（第 1 版，2022 年）中与本职业逐项对应的。对应类型出自该对照表；表述出自 AI Changing Work。

  • shunterESCO 8312.3范围相同

    Shunters move shunting units with or without wagons or groups of wagons in order to build trains. They manage the driving of locomotives and are involved in switching wagons, making or splitting up trains in shunting yards or sidings. They operate according to the technical features, such as controlling movement via a remote control device.

  • rail maintenance technicianESCO 3112.1.10有重叠，但不相同

    Rail maintenance technicians execute routine inspections of railway tracks, powerlines, signage stations, switches, and other railway infrastructure. They are also sent out to repair defects quickly, safely, and at any time of the day or night.

  • rail switchpersonESCO 8312.2有重叠，但不相同

    Rail switchpersons assist in the tasks of the traffic controller. They operate switches and signals according to rail traffic control instructions, according to regulations and compliant with safety rules.

来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

许可: CC BY 4.0 (EU Reuse Notice)

查看原文

ESCO reuse terms and the modification notice are in Credits.

法国职业分类关联（ROME）

本职业与 ROME 4.0 职业条目（fiche）之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列（Claude）两位判定者的判定采纳，或对其判定适用运营方规则后采纳，因此其依据弱于已确认的关联。

ROME 代码ROME 名称（法语）关系
N4303Conducteur / Conductrice d'engins de manœuvre du réseau ferré范围相同暂定
N4301Conducteur / Conductrice de train相关，但不对应暂定
N4403Opérateur / Opératrice ferroviaire相关，但不对应暂定

Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.

ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.

(AI Changing Work link release: fr-direct v1)

西班牙职业分类关联（CNO-11）

本职业与 CNO-11 职业之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。

CNO-11 代码CNO-11 名称（西班牙语）关系
8311Maquinistas de locomotoras本职业范围更窄
8312Agentes de maniobras ferroviarias相关，但不对应

Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.

(AI Changing Work link release: es-direct v1)

德国职业分类关联（KldB）

本职业与 KldB 职业之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。

KldB 代码KldB 名称（德语）关系
52202Triebfahrzeugführer/innen im Eisenbahnverkehr (ohne Spezialisierung) - fachlich ausgerichtete Tätigkeiten本职业范围更窄

Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.

(AI Changing Work link release: de-direct v1)

日本职业分类关联（JSCO）

本职业与 JSCO 职业之间的关联，由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。

JSCO 代码JSCO 名称（日语）关系
609その他の鉄道運転従事者本职业范围更窄暂定
632鉄道輸送関連業務従事者相关，但不对应暂定

Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.

(AI Changing Work link release: jp-direct v1)

本页数据的来源与许可，以及 AI Changing Work 的修改与翻译说明：致谢与来源