Travel Guides
Personal Care and Service Occupations- O*NET-SOC 代码
- 39-7012.00
Plan, organize, and conduct long-distance travel, tours, and expeditions for individuals and groups.
- 数据来源: ILO发布时间: 2025
0.32
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
- 数据来源: OpenAI发布时间: 2023
0.400
0.000此处所载数值的范围0.844尺度 · 母数 · 来源
Task-level exposure
仅显示有暴露的工作已评分任务 17 项 · β ≥ 0.5 的任务 9 项(52.9%)
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
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Plan tour itineraries, applying knowledge of travel routes and destination sites.39-7012.00 | 0.030163.1 |
Resolve any problems with itineraries, service, or accommodations.39-7012.00 | 0.007816.4 |
Provide tourists with assistance in obtaining permits and documents such as visas, passports, and health certificates, and in converting currency.39-7012.00 | 0.005311.2 |
Give advice on sightseeing and shopping.39-7012.00 | 0.00449.3 |
| Not observed on any surface — 13 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. | |
Sell travel packages. | —0 |
Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel. | —0 |
Evaluate services received on the tour, and report findings to tour organizers. | —0 |
Lead individuals or groups to tour site locations and describe points of interest. | —0 |
Verify amounts and quality of equipment prior to expeditions or tours. | —0 |
Pay bills and record checks issued. | —0 |
Attend to special needs of tour participants. | —0 |
Administer first aid to injured group participants. | —0 |
Pilot airplanes or drive land and water vehicles to transport tourists to activity or tour sites. | —0 |
Set up camps, and prepare meals for tour group members. | —0 |
Instruct novices in climbing techniques, mountaineering, and wilderness survival, and demonstrate use of hunting, fishing, and climbing equipment. | —0 |
Sell or rent equipment, clothing, and supplies related to expeditions. | —0 |
Explain hunting and fishing laws to groups to ensure compliance. | —0 |
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. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Evaluate services received on the tour, and report findings to tour organizers.O*NET Task ID 13159 | 1.0 |
Pay bills and record checks issued.O*NET Task ID 13162 | 1.0 |
Explain hunting and fishing laws to groups to ensure compliance.O*NET Task ID 13171 | 1.0 |
Plan tour itineraries, applying knowledge of travel routes and destination sites.O*NET Task ID 13155 | 0.5 |
Resolve any problems with itineraries, service, or accommodations.O*NET Task ID 13156 | 0.5 |
Sell travel packages.O*NET Task ID 13157 | 0.5 |
Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel.O*NET Task ID 13158 | 0.5 |
Give advice on sightseeing and shopping.O*NET Task ID 13164 | 0.5 |
Provide tourists with assistance in obtaining permits and documents such as visas, passports, and health certificates, and in converting currency.O*NET Task ID 13165 | 0.5 |
Lead individuals or groups to tour site locations and describe points of interest.O*NET Task ID 13160 | 0.0 |
Verify amounts and quality of equipment prior to expeditions or tours.O*NET Task ID 13161 | 0.0 |
Attend to special needs of tour participants.O*NET Task ID 13163 | 0.0 |
Administer first aid to injured group participants.O*NET Task ID 13166 | 0.0 |
Pilot airplanes or drive land and water vehicles to transport tourists to activity or tour sites.O*NET Task ID 13167 | 0.0 |
Set up camps, and prepare meals for tour group members.O*NET Task ID 13168 | 0.0 |
Instruct novices in climbing techniques, mountaineering, and wilderness survival, and demonstrate use of hunting, fishing, and climbing equipment.O*NET Task ID 13169 | 0.0 |
Sell or rent equipment, clothing, and supplies related to expeditions.O*NET Task ID 13170 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
O*NET 31.0 全部任务(17 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 |
|---|---|
| Plan tour itineraries, applying knowledge of travel routes and destination sites. | 核心 |
| Resolve any problems with itineraries, service, or accommodations. | 核心 |
| Sell travel packages. | 核心 |
| Arrange for tour or expedition details such as accommodations, transportation, equipment, and the availability of medical personnel. | 核心 |
| Evaluate services received on the tour, and report findings to tour organizers. | 核心 |
| Attend to special needs of tour participants. | 核心 |
| Give advice on sightseeing and shopping. | 核心 |
| Administer first aid to injured group participants. | 核心 |
| Lead individuals or groups to tour site locations and describe points of interest. | 补充 |
| Verify amounts and quality of equipment prior to expeditions or tours. | 补充 |
| Pay bills and record checks issued. | 补充 |
| Provide tourists with assistance in obtaining permits and documents such as visas, passports, and health certificates, and in converting currency. | 补充 |
| Pilot airplanes or drive land and water vehicles to transport tourists to activity or tour sites. | 补充 |
| Set up camps, and prepare meals for tour group members. | 补充 |
| Instruct novices in climbing techniques, mountaineering, and wilderness survival, and demonstrate use of hunting, fishing, and climbing equipment. | 补充 |
| Sell or rent equipment, clothing, and supplies related to expeditions. | 补充 |
| Explain hunting and fishing laws to groups to ensure compliance. | 补充 |
0.79/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务,按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级(0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境),再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5(网络搜索)估算(截至 2026 年)。
机器人暴露指数与本站的 AI 暴露度是不同的指标,不能相加或相互比较。该指数不代表实际采用情况或成本竞争力,0 也包括没有体力任务的职业。
每项体力任务的等级
机器人环境等级(E0–E3)
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成,例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成,例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成,例如私人住宅或建筑工地
仅列出被归类为体力任务的任务;其他任务在来源中没有等级。
| 任务(O*NET 29.3) | 机器人环境等级 |
|---|---|
| Attend to special needs of tour participants. | E0 机器人不可 |
| Administer first aid to injured group participants. | E0 机器人不可 |
| Lead individuals or groups to tour site locations and describe points of interest. | E2 受管理的设施 |
| Verify amounts and quality of equipment prior to expeditions or tours. | E0 机器人不可 |
| Pilot airplanes or drive land and water vehicles to transport tourists to activity or tour sites. | E2 受管理的设施 |
| Set up camps, and prepare meals for tour group members. | E1 机器人专用设施 |
| Instruct novices in climbing techniques, mountaineering, and wilderness survival, and demonstrate use of hunting, fishing, and climbing equipment. | E0 机器人不可 |
| Sell or rent equipment, clothing, and supplies related to expeditions. | E2 受管理的设施 |
职业信息
就业展望(BLS)
BLS 就业预测表中没有 SOC 39-7012 的行。
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 |
|---|---|---|---|
| 44212 | 국외 여행 안내사 | 本职业范围更宽 | 已确认 |
| 44219 | 그 외 관광 서비스 종사원 | 本职业范围更宽 | 已确认 |
| 28320 | 여행 상품 개발자 | 有重叠,但不相同 | 已确认 |
| 44213 | 관광 통역 안내사 | 有重叠,但不相同 | 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 5113Travel Guides
导游
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。
Travel guides accompany individuals or groups on trips, sightseeing tours and excursions and on tours of places of interest such as historical sites, industrial establishments and theme parks. They describe points of interest and provide background information on interesting features.
任务
- (a) escorting and guiding tourists on cruises and sightseeing tours;
- (b) escorting visitors through places of interest such as museums, exhibitions, theme parks, factories and other industrial establishments;
- (c) describing and providing information on points of interest and exhibits and responding to questions;
- (d) conducting educational activities for school children;
- (e) monitoring visitors' activities to ensure compliance with establishment or tour regulations and safety practices;
- (f) greeting and registering visitors and tour participants, and issuing any required identification badges or safety devices;
- (g) distributing brochures, showing audiovisual presentations, and explaining procedures and operations at tour sites;
- (h) providing for physical safety of groups, and performing activities such as providing first aid and directing emergency evacuations;
- (i) resolving any problems with tour itineraries, service, or accommodation.
职业示例
Art gallery guide · Tour escort · Tourist guide
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。
- tour organiserESCO 4221.5本职业范围更宽
Tour organisers are in charge of managing and supervising the itinerary of a touristic voyage and provide practical information to tourists.
- travel agentESCO 4221.6有重叠,但不相同
Travel agents design and market travel programme itineraries for potential travellers or visitors.
- travel consultantESCO 4221.7有重叠,但不相同
Travel consultants provide customised information and consultation on travel offers, make reservations and sell travel services together with other related 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)
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 |
|---|---|---|
| G1201 | Guide-accompagnateur / Guide-accompagnatrice | 范围相同暂定 |
| G1228 | Guide de haute montagne | 本职业范围更宽 |
| G1245 | Accompagnateur / Accompagnatrice en moyenne montagne | 本职业范围更宽 |
| G1229 | Guide-accompagnateur / Guide-accompagnatrice de pêche | 本职业范围更宽暂定 |
| G1230 | Guide de tourisme équestre | 本职业范围更宽暂定 |
| G1234 | Musher guide de randonnée en traîneau | 本职业范围更宽暂定 |
| G1216 | Moniteur / Monitrice de sport nature | 相关,但不对应暂定 |
| G1231 | Accompagnateur / Accompagnatrice nature | 相关,但不对应暂定 |
| G1301 | Concepteur / Conceptrice de produits touristiques | 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 |
|---|---|---|
| 5825 | Guías de turismo | 范围相同暂定 |
| 5823 | Acompañantes turísticos | 本职业范围更窄暂定 |
| 3724 | Monitores de actividades recreativas y de entretenimiento | 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 |
|---|---|---|
| 63142 | Reiseleiter/innen und Fremdenführer/innen - 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 |
|---|---|---|
| 421 | 旅行・観光案内人 | 本职业范围更窄 |
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