Amusement and Recreation Attendants

O*NET-SOC 代码: 39-3091.00

Perform a variety of attending duties at amusement or recreation facility. May schedule use of recreation facilities, maintain and provide equipment to participants of sporting events or recreational pursuits, or operate amusement concessions and rides.

数据来源: BLS发布时间: 2026-08
高· 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
0.062
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
0.18–0.29· ISCO-08 职业组 2 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）

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。

各关联 ISCO-08 职业组的 ILO 数值

ISCO-08 8343Crane, hoist and related plant operators0.18
ISCO-08 9629Elementary Workers Not Elsewhere Classified0.29

Task-level exposure

仅显示有暴露的工作

已评分任务 19 项 · β ≥ 0.5 的任务 4 项（21.1%）

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

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
Provide information about facilities, entertainment options, and rules and regulations. O*NET Task ID 5116	1.0
Record details of attendance, sales, receipts, reservations, or repair activities. O*NET Task ID 5117	1.0
Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment. O*NET Task ID 5123	1.0
Schedule the use of recreation facilities, such as golf courses, tennis courts, bowling alleys, or softball diamonds. O*NET Task ID 5133	0.5
Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons. O*NET Task ID 5118	0.0
Sell tickets and collect fees from customers. O*NET Task ID 5119	0.0
Keep informed of shut-down and emergency evacuation procedures. O*NET Task ID 5120	0.0
Clean sporting equipment, vehicles, rides, booths, facilities, or grounds. O*NET Task ID 5121	0.0
Operate machines to clean, smooth, and prepare the ice surfaces of rinks for activities, such as skating, hockey, or curling. O*NET Task ID 5122	0.0
Fasten safety devices for patrons, or provide them with directions for fastening devices. O*NET Task ID 5124	0.0
Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts. O*NET Task ID 5125	0.0
Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas. O*NET Task ID 5126	0.0
Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs. O*NET Task ID 5127	0.0
Verify, collect, or punch tickets before admitting patrons to venues, such as amusement parks and rides. O*NET Task ID 5128	0.0
Tend amusement booths in parks, carnivals, or stadiums, performing duties, such as conducting games, photographing patrons, or awarding prizes. O*NET Task ID 5129	0.0
Direct patrons to rides, seats, or attractions. O*NET Task ID 5130	0.0
Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals. O*NET Task ID 5131	0.0
Sell and serve refreshments to customers. O*NET Task ID 5132	0.0
Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary. O*NET Task ID 5134	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

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
Provide information about facilities, entertainment options, and rules and regulations.	核心
Record details of attendance, sales, receipts, reservations, or repair activities.	核心
Monitor activities to ensure adherence to rules and safety procedures, or arrange for the removal of unruly patrons.	核心
Sell tickets and collect fees from customers.	核心
Keep informed of shut-down and emergency evacuation procedures.	核心
Direct patrons to rides, seats, or attractions.	核心
Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary.	核心
Clean sporting equipment, vehicles, rides, booths, facilities, or grounds.	补充
Announce or describe amusement park attractions to patrons to entice customers to games and other entertainment.	补充
Fasten safety devices for patrons, or provide them with directions for fastening devices.	补充
Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts.	补充
Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas.	补充
Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.	补充
Verify, collect, or punch tickets before admitting patrons to venues, such as amusement parks and rides.	补充
Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.	补充
Sell and serve refreshments to customers.	补充
Schedule the use of recreation facilities, such as golf courses, tennis courts, bowling alleys, or softball diamonds.	补充

Anthropic「What work can robots do?」2026-09

0.61/ 3· 机器人暴露指数

0 不可3 非结构化环境

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）。

来源数据集

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
Maintain inventories of equipment, storing and retrieving items and assembling and disassembling equipment as necessary.	E1 机器人专用设施
Clean sporting equipment, vehicles, rides, booths, facilities, or grounds.	E2 受管理的设施
Fasten safety devices for patrons, or provide them with directions for fastening devices.	E1 机器人专用设施
Inspect equipment to detect wear and damage and perform minor repairs, adjustments, or maintenance tasks, such as oiling parts.	E0 机器人不可
Operate, drive, or explain the use of mechanical riding devices or other automatic equipment in amusement parks, carnivals, or recreation areas.	E0 机器人不可
Rent, sell, or issue sporting equipment and supplies, such as bowling shoes, golf balls, swimming suits, or beach chairs.	E2 受管理的设施
Verify, collect, or punch tickets before admitting patrons to venues, such as amusement parks and rides.	E2 受管理的设施
Provide assistance to patrons entering or exiting amusement rides, boats, or ski lifts, or mounting or dismounting animals.	E0 机器人不可
Sell and serve refreshments to customers.	E2 受管理的设施

就业展望（BLS）

就业人数，2025: 408K
预计就业人数，2035: 424K
变化 (2025–35): +3.7%
年薪中位数，2025: $32,150
入职通常所需学历: No formal educational credential

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
44231	유원시설 및 테마파크 서비스원	范围相同	已确认
44232	노래방 서비스원	本职业范围更宽	已确认
44239	그 외 오락시설 서비스원	本职业范围更宽	已确认
44292	골프장 캐디	本职业范围更宽	已确认
87302	리프트 조작원	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 8343Crane, hoist and related plant operators
起重机、吊车及有关机械操作工
ISCO-08 9629Elementary Workers Not Elsewhere Classified
其他未列明的简单体力劳动者

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。

amusement and recreation attendantESCO 9629.2范围相同
Amusement and recreation attendants perform a variety of attending duties at amusement or recreation facility. They may schedule the use of recreation facilities, maintain and provide equipment to participants of sporting events or recreational pursuits or operate amusement concessions and rides.
attraction operatorESCO 9629.3本职业范围更宽
Attraction operators control rides and monitor the attraction. They provide first aid assistance and materials as needed, and immediately report to the area supervisor. They conduct opening and closing procedures in assigned areas.
camping ground operativeESCO 4224.1.1本职业范围更宽
Camping ground operatives perform customer care in a campsite facility and other operational work.

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
D1235	Plagiste	本职业范围更宽
G1205	Opérateur / Opératrice d'attraction	本职业范围更宽暂定
G1232	Opérateur / Opératrice de parcours acrobatique dans les arbres	本职业范围更宽暂定
N4402	Conducteur / Conductrice de remontées mécaniques	本职业范围更宽暂定
G1221	Responsable des attractions	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
9490	Otras ocupaciones elementales	本职业范围更窄

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
52532	Kranführer/innen, Aufzugsmaschinisten und Bediener/innen verwandter Hebeeinrichtungen - fachlich ausgerichtete Tätigkeiten	相关，但不对应
94382	Berufe in Moderation und Unterhaltung (sonstige spezifische Tätigkeitsangabe) - fachlich ausgerichtete Tätigkeiten	相关，但不对应

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
407	娯楽場等接客員	本职业范围更窄暂定

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