First-Line Supervisors of Passenger Attendants

Transportation and Material Moving Occupations
O*NET-SOC 代码
53-1044.00

Supervise and coordinate activities of passenger attendants.

  • 数据来源: ILO发布时间: 2025

    0.09–0.58· ISCO-08 职业组 27 个

    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）

  • 数据来源: OpenAI发布时间: 2023

    0.316

    0.000此处所载数值的范围0.844
    尺度 · 母数 · 来源

    人工评分β，按发布原值0–1

    以O*NET任务映射为基准

    来源数据集（CSV 文件下载）

各关联 ISCO-08 职业组的 ILO 数值
  • ISCO-08 3151Ships' Engineers0.23
  • ISCO-08 3152Ships' Deck Officers and Pilots0.29
  • ISCO-08 3153Aircraft Pilots and Related Associate Professionals0.27
  • ISCO-08 3154Air Traffic Controllers0.31
  • ISCO-08 3257Environmental and Occupational Health Inspectors and Associates0.24
  • ISCO-08 3423Fitness and Recreation Instructors and Programme Leaders0.25
  • ISCO-08 4414Scribes and Related Workers0.58
  • ISCO-08 5111Travel Attendants and Travel Stewards0.22
  • ISCO-08 5112Transport Conductors0.25
  • ISCO-08 5113Travel Guides0.32
  • ISCO-08 5141Hairdressers0.17
  • ISCO-08 5142Beauticians and Related Workers0.18
  • ISCO-08 5162Companions and Valets0.22
  • ISCO-08 5164Pet Groomers and Animal Care Workers0.14
  • ISCO-08 5169Personal Services Workers Not Elsewhere Classified0.21
  • ISCO-08 5245Service Station Attendants0.24
  • ISCO-08 5311Child Care Workers0.19
  • ISCO-08 5322Home-based Personal Care Workers0.25
  • ISCO-08 8311Locomotive Engine Drivers0.20
  • ISCO-08 8312Railway Brake, Signal and Switch Operators0.17
  • ISCO-08 8321Motorcycle Drivers0.25
  • ISCO-08 8322Car, Taxi and Van Drivers0.28
  • ISCO-08 8331Bus and Tram Drivers0.18
  • ISCO-08 8332Heavy Truck and Lorry Drivers0.24
  • ISCO-08 8343Crane, hoist and related plant operators0.18
  • ISCO-08 8344Lifting Truck Operators0.20
  • ISCO-08 9611Garbage and Recycling Collectors0.09

Task-level exposure

显示隐藏的 29 项工作

已评分任务 19 项 · β ≥ 0.5 的任务 10 项（52.6%）

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
  • 所有已评分任务均在 O*NET 31.0 任务列表中。
来源
OpenAI "GPTs are GPTs" exposure rubric
版本
gh-main-0471612
许可
MIT License, Copyright (c) 2024 OpenAI

以下为 O*NET-SOC 2010 职业 39-1021.00 First-Line Supervisors of Personal Service Workers; 53-1031.00 First-Line Supervisors of Transportation and Material-Moving Machine and Vehicle Operators 的工作任务，由本站依据 O*NET-SOC 2010→2019 官方对照表关联到此职业

Task (O*NET 20.1)Claude.aiRaw / share %
Furnish customers with information on events or activities.

39-1021.00

0.007121.2
Inform workers about interests or special needs of specific groups.

39-1021.00

0.005616.9
Enforce safety rules and regulations.

53-1031.00

0.004312.9
Collaborate with staff members to plan or develop programs of events, schedules of activities, or menus.

39-1021.00

0.003811.3
Compute or estimate cash, payroll, transportation, personnel, or storage requirements.

53-1031.00

0.00308.9
Recommend or implement personnel actions, such as employee selection, evaluation, rewards, or disciplinary actions.

53-1031.00

0.00257.4
Recommend and implement measures to improve worker motivation, equipment performance, work methods, or customer services.

53-1031.00

0.00205.8
Plan and establish transportation routes.

53-1031.00

0.00205.8
Resolve customer complaints regarding worker performance or services rendered.

39-1021.00

0.00164.9
Analyze and record personnel or operational data and write related activity reports.

39-1021.00

0.00164.9

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（19 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
Analyze and record personnel or operational data and write related activity reports.核心
Apply customer feedback to service improvement efforts.核心
Compute or estimate cash, payroll, transportation, or personnel requirements.核心
Confer with customers, supervisors, contractors, or other personnel to exchange information or to resolve problems.核心
Enforce safety rules and regulations.核心
Explain and demonstrate work tasks to new workers or assign training tasks to experienced workers.核心
Inform workers about interests or special needs of specific groups.核心
Inspect materials, stock, vehicles, equipment, or facilities to ensure that they are safe, free of defects, and consistent with specifications.核心
Inspect work areas or operating equipment to ensure conformance to established standards in areas such as cleanliness or maintenance.核心
Meet with managers or other supervisors to stay informed of changes affecting operations.核心
Observe and evaluate workers' appearance and performance to ensure quality service and compliance with specifications.核心
Participate in continuing education to stay abreast of industry trends and developments.核心
Recommend and implement measures to improve worker motivation, work methods, or customer services.核心
Requisition necessary supplies, equipment, or services.核心
Resolve customer complaints regarding worker performance or services rendered.核心
Take disciplinary action to address performance problems.核心
Train workers in proper operational procedures and functions and explain company policies.核心
Direct or coordinate the activities of workers, such as flight or car attendants.补充
Recruit and hire staff members.补充

职业信息

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
44121선박 객실 승무원相关，但不对应已确认

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 3151Ships' Engineers

    船舶轮机员

  • ISCO-08 3152Ships' Deck Officers and Pilots

    船舶驾驶员和引航员

  • ISCO-08 3153Aircraft Pilots and Related Associate Professionals

    飞行员及有关助理专业人员

  • ISCO-08 3154Air Traffic Controllers

    空中交通管制员

  • ISCO-08 3257Environmental and Occupational Health Inspectors and Associates

    环境与职业卫生检查员及助理人员

  • ISCO-08 3423Fitness and Recreation Instructors and Programme Leaders

    健身和娱乐指导员及项目带领人

  • ISCO-08 4414Scribes and Related Workers

    抄写员及有关人员

  • ISCO-08 5111Travel Attendants and Travel Stewards

    旅行乘务员和旅行服务员

  • ISCO-08 5112Transport Conductors

    交通售票乘务员

  • ISCO-08 5113Travel Guides

    导游

  • ISCO-08 5141Hairdressers

    理发师

  • ISCO-08 5142Beauticians and Related Workers

    美容师及有关人员

  • ISCO-08 5162Companions and Valets

    陪伴人员和贴身侍从

  • ISCO-08 5164Pet Groomers and Animal Care Workers

    宠物美容师和动物护理人员

  • ISCO-08 5169Personal Services Workers Not Elsewhere Classified

    其他未列明的个人服务人员

  • ISCO-08 5245Service Station Attendants

    加油站服务员

  • ISCO-08 5311Child Care Workers

    儿童保育人员

  • ISCO-08 5322Home-based Personal Care Workers

    居家个人护理人员

  • ISCO-08 8311Locomotive Engine Drivers

    机车司机

  • ISCO-08 8312Railway Brake, Signal and Switch Operators

    铁路制动、信号和道岔操作工

  • ISCO-08 8321Motorcycle Drivers

    摩托车驾驶员

  • ISCO-08 8322Car, Taxi and Van Drivers

    小汽车、出租车和厢式货车驾驶员

  • ISCO-08 8331Bus and Tram Drivers

    公共汽车和有轨电车驾驶员

  • ISCO-08 8332Heavy Truck and Lorry Drivers

    重型卡车和货车驾驶员

  • ISCO-08 8343Crane, hoist and related plant operators

    起重机、吊车及有关机械操作工

  • ISCO-08 8344Lifting Truck Operators

    叉车操作工

  • ISCO-08 9611Garbage and Recycling Collectors

    垃圾和可回收物收集工

自行翻译

自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。

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。

  • cabin crew managerESCO 5111.1范围相同

    Cabin crew managers are responsible for motivating the cabin crew team to surpass passengers' expectations and for the application of safety regulations on board the plane.

  • chief conductorESCO 5112.1范围相同

    Chief conductors are responsible for the safe performance of all operational tasks on board of passenger trains outside the drivers cab, such as supervising safe opening and closing of the train's doors. They supervise and ensure the continuous care for the safety of passengers, especially in the case of technical incidents and emergency situations. They ensure the operational communication to the driver and to traffic control staff as defined in operational regulations. In case of several staff members attending the train, they supervise the team of conductors. They also provide commercial activities such as ticket control and selling, and provide support and information to passengers, and provide gastronomic services.

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
N2101Personnel Navigant Commercial (PNC)相关，但不对应暂定
N4306Agent / Agente d'accompagnement des trains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
5821Auxiliares de vuelo y camareros de avión, barco y tren相关，但不对应暂定
5822Revisores y cobradores de transporte terrestre相关，但不对应暂定

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
51493Aufsichtskräfte - Personenverkehr (Servicebereich)范围相同暂定
51422Servicefachkräfte im Luftverkehr - fachlich ausgerichtete Tätigkeiten相关，但不对应暂定

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
404身の回り世話従事者相关，但不对应
631車掌相关，但不对应

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