Cashiers
Sales and Related Occupations- O*NET-SOC 代码
- 41-2011.00
Receive and disburse money in establishments other than financial institutions. May use electronic scanners, cash registers, or related equipment. May process credit or debit card transactions and validate checks.
- 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
- 数据来源: Anthropic发布时间: 2026-03
0.085
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.39
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
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 23 项工作已评分任务 29 项 · β ≥ 0.5 的任务 9 项(31.0%)
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 1 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 30.2) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Answer customers' questions, and provide information on procedures or policies.41-2011.00 | 0.820089.1 | 0.180075.0 |
Assist customers by providing information and resolving their complaints.41-2011.00 | 0.08008.7 | 0.02008.3 |
Help customers find the location of products.41-2011.00 | 0.02002.2 | 0.01004.2 |
Greet customers entering establishments. | —0 | 0.02008.3 |
Answer incoming phone calls. | —0 | 0.01004.2 |
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 |
|---|---|
Calculate total payments received during a time period, and reconcile this with total sales.O*NET Task ID 2411 | 1.0 |
Compute and record totals of transactions.O*NET Task ID 2412 | 1.0 |
Keep periodic balance sheets of amounts and numbers of transactions.O*NET Task ID 2414 | 1.0 |
Compile and maintain non-monetary reports and records.O*NET Task ID 2421 | 1.0 |
Answer incoming phone calls.O*NET Task ID 21073 | 1.0 |
Answer customers' questions, and provide information on procedures or policies.O*NET Task ID 2408 | 0.5 |
Process merchandise returns and exchanges.O*NET Task ID 2417 | 0.5 |
Post charges against guests' or patients' accounts.O*NET Task ID 2423 | 0.5 |
Assist customers by providing information and resolving their complaints.O*NET Task ID 18765 | 0.5 |
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(28 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 |
|---|---|
| Receive payment by cash, check, credit cards, vouchers, or automatic debits. | 核心 |
| Issue receipts, refunds, credits, or change due to customers. | 核心 |
| Greet customers entering establishments. | 核心 |
| Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners. | 核心 |
| Answer customers' questions, and provide information on procedures or policies. | 核心 |
| Process merchandise returns and exchanges. | 核心 |
| Request information or assistance, using paging systems. | 核心 |
| Monitor checkout stations to ensure they have adequate cash available and are staffed appropriately. | 核心 |
| Assist customers by providing information and resolving their complaints. | 核心 |
| Maintain clean and orderly checkout areas, and complete other general cleaning duties, such as mopping floors and emptying trash cans. | 核心 |
| Help customers find the location of products. | 核心 |
| Answer incoming phone calls. | 核心 |
| Count money in cash drawers at the beginning of shifts to ensure that amounts are correct and that there is adequate change. | 补充 |
| Issue trading stamps, and redeem food stamps and coupons. | 补充 |
| Cash checks for customers. | 补充 |
| Weigh items sold by weight to determine prices. | 补充 |
| Calculate total payments received during a time period, and reconcile this with total sales. | 补充 |
| Compute and record totals of transactions. | 补充 |
| Sell tickets and other items to customers. | 补充 |
| Keep periodic balance sheets of amounts and numbers of transactions. | 补充 |
| Bag, box, wrap, or gift-wrap merchandise, and prepare packages for shipment. | 补充 |
| Sort, count, and wrap currency and coins. | 补充 |
| Compile and maintain non-monetary reports and records. | 补充 |
| Post charges against guests' or patients' accounts. | 补充 |
| Offer customers carry-out service at the completion of transactions. | 补充 |
| Assist with duties in other areas of the store, such as monitoring fitting rooms or bagging and carrying out customers' items. | 补充 |
| Supervise others and provide on-the-job training. | 补充 |
| Stock shelves, sort and reshelve returned items, and mark prices on items and shelves. | 补充 |
1.00/ 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 |
|---|---|
| Receive payment by cash, check, credit cards, vouchers, or automatic debits. | E2 受管理的设施 |
| Issue receipts, refunds, credits, or change due to customers. | E2 受管理的设施 |
| Establish or identify prices of goods, services, or admission, and tabulate bills, using calculators, cash registers, or optical price scanners. | E1 机器人专用设施 |
| Process merchandise returns and exchanges. | E0 机器人不可 |
| Monitor checkout stations to ensure they have adequate cash available and are staffed appropriately. | E1 机器人专用设施 |
| Maintain clean and orderly checkout areas, and complete other general cleaning duties, such as mopping floors and emptying trash cans. | E0 机器人不可 |
| Count money in cash drawers at the beginning of shifts to ensure that amounts are correct and that there is adequate change. | E2 受管理的设施 |
| Issue trading stamps, and redeem food stamps and coupons. | E2 受管理的设施 |
| Cash checks for customers. | E2 受管理的设施 |
| Weigh items sold by weight to determine prices. | E1 机器人专用设施 |
| Calculate total payments received during a time period, and reconcile this with total sales. | E2 受管理的设施 |
| Sell tickets and other items to customers. | E2 受管理的设施 |
| Keep periodic balance sheets of amounts and numbers of transactions. | E2 受管理的设施 |
| Bag, box, wrap, or gift-wrap merchandise, and prepare packages for shipment. | E1 机器人专用设施 |
| Sort, count, and wrap currency and coins. | E1 机器人专用设施 |
| Assist with duties in other areas of the store, such as monitoring fitting rooms or bagging and carrying out customers' items. | E1 机器人专用设施 |
| Stock shelves, sort and reshelve returned items, and mark prices on items and shelves. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 3.1M
- 预计就业人数,2035
- 2.9M
- 变化 (2025–35)
- -6.5%
- 年薪中位数,2025
- $32,880
- 入职通常所需学历
- No formal educational credential
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 |
|---|---|---|---|
| 52133 | 입장권 판매원 | 本职业范围更宽 | 已确认 |
| 52139 | 그 외 매표원 및 복권 판매원 | 本职业范围更宽 | 已确认 |
| 52141 | 매장 계산원 | 本职业范围更宽 | 已确认 |
| 52142 | 요금 정산원 | 本职业范围更宽 | 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 5230Cashiers and Ticket Clerks
收银员和售票员
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。
Cashiers and ticket clerks operate cash registers, optical price scanners, computers or other equipment to record and accept payment for the purchase of goods, services and admissions in settings such as stores, restaurants and ticket offices.
任务
- (a) receiving and verifying payment by cash, cheque, credit card or automatic debit in stores, ticket offices or similar establishments;
- (b) giving change and issuing receipts;
- (c) issuing tickets for attendance at sporting and cultural events;
- (d) counting and recording money received or paid out and balancing against cash register sales records;
- (e) receiving incoming cash, checking it against sales slips and other documents, and preparing it for deposit at financial institute;
- (f) operating cash register to calculate total to be paid from or to clients;
- (g) scanning, weighing and recording prices of goods;
- (h) wrapping and placing merchandise in bags.
职业示例
Checkout operator · Service station cashier · Service station console operator · Store Cashier · Ticket issuing clerk (entertainment and sporting events)
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。
- cashierESCO 5230.1范围相同
Cashiers operate the cash register, receive payments from customers, issue receipts and return change due.
- casino cashierESCO 4212.3本职业范围更宽
Casino cashiers exchange tokens, coins or chips for money. They arrange pay-outs and obtain customers' signatures and identification. They audit and count money in a cash register, enforcing money laundering regulations.
- foreign exchange cashierESCO 4312.3本职业范围更宽
Foreign exchange cashiers process cash transactions from clients in national and foreign currencies. They provide information on the conditions and exchange rates for buying and selling foreign currencies, make deposits of money, record all foreign exchange transactions and check for money validity.
- lottery cashierESCO 5230.2本职业范围更宽
Lottery cashiers exchange the registration of set of numbers or symbols for money and give tickets to the players. They pay out prizes and obtain customers' signatures and identification. They audit and count money in the cash register, enforcing regulations to prevent money laundering.
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 |
|---|---|---|
| D1505 | Hôte / Hôtesse de caisse | 范围相同暂定 |
| D1514 | Agent / Agente de péage | 本职业范围更宽暂定 |
| D1515 | Agent / Agente de billetterie | 本职业范围更宽暂定 |
| C1210 | Vendeur / Vendeuse en devises | 相关,但不对应暂定 |
| D1511 | Opérateur / Opératrice de station service | 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 |
|---|---|---|
| 5500 | Cajeros y taquilleros (excepto bancos) | 范围相同 |
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 |
|---|---|---|
| 62112 | Kassierer/innen und Kartenverkäufer/innen - fachlich ausgerichtete Tätigkeiten | 范围相同 |
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 |
|---|---|---|
| 323 | 販売店員 | 本职业范围更窄 |
| 261 | 現金出納事務員 | 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