Human Resources Assistants, Except Payroll and Timekeeping
Office and Administrative Support Occupations- O*NET-SOC 代码
- 43-4161.00
Compile and keep personnel records. Record data for each employee, such as address, weekly earnings, absences, amount of sales or production, supervisory reports, and date of and reason for termination. May prepare reports for employment records, file employment records, or search employee files and furnish information to authorized persons.
- 数据来源: BLS发布时间: 2026-08
很高· 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
0.405
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
0.60
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 16 项工作已评分任务 19 项 · β ≥ 0.5 的任务 18 项(94.7%)
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 30.2) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.43-4161.00 | 0.0100100.0 | 0.00000.0 |
Interview job applicants to obtain and verify information used to screen and evaluate them.43-4161.00 | 0.00000.0 | 0.010050.0 |
Compile and prepare reports and documents pertaining to personnel activities.43-4161.00 | 0.00000.0 | 0.010050.0 |
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 |
|---|---|
Record data for each employee, including such information as addresses, weekly earnings, absences, amount of sales or production, supervisory reports on performance, and dates of and reasons for terminations.O*NET Task ID 2689 | 1.0 |
Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.O*NET Task ID 2691 | 1.0 |
Compile and prepare reports and documents pertaining to personnel activities.O*NET Task ID 2697 | 1.0 |
Inform job applicants of their acceptance or rejection of employment.O*NET Task ID 2698 | 1.0 |
Administer and score applicant and employee aptitude, personality, and interest assessment instruments.O*NET Task ID 2704 | 1.0 |
Explain company personnel policies, benefits, and procedures to employees or job applicants.O*NET Task ID 2687 | 0.5 |
Process and review employment applications to evaluate qualifications or eligibility of applicants.O*NET Task ID 2690 | 0.5 |
Examine employee files to answer inquiries and provide information for personnel actions.O*NET Task ID 2692 | 0.5 |
Gather personnel records from other departments or employees.O*NET Task ID 2693 | 0.5 |
Search employee files to obtain information for authorized persons and organizations, such as credit bureaus and finance companies.O*NET Task ID 2694 | 0.5 |
Interview job applicants to obtain and verify information used to screen and evaluate them.O*NET Task ID 2695 | 0.5 |
Request information from law enforcement officials, previous employers, and other references to determine applicants' employment acceptability.O*NET Task ID 2696 | 0.5 |
Select applicants meeting specified job requirements and refer them to hiring personnel.O*NET Task ID 2699 | 0.5 |
Arrange for in-house and external training activities.O*NET Task ID 2700 | 0.5 |
Arrange for advertising or posting of job vacancies and notify eligible workers of position availability.O*NET Task ID 2701 | 0.5 |
Provide assistance in administering employee benefit programs and worker's compensation plans.O*NET Task ID 2702 | 0.5 |
Process, verify, and maintain personnel related documentation, including staffing, recruitment, training, grievances, performance evaluations, classifications, and employee leaves of absence.O*NET Task ID 18572 | 0.5 |
Prepare and set up for new employee orientations.O*NET Task ID 21013 | 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(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 |
|---|---|
| Explain company personnel policies, benefits, and procedures to employees or job applicants. | 核心 |
| Record data for each employee, including such information as addresses, weekly earnings, absences, amount of sales or production, supervisory reports on performance, and dates of and reasons for terminations. | 核心 |
| Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information. | 核心 |
| Examine employee files to answer inquiries and provide information for personnel actions. | 核心 |
| Gather personnel records from other departments or employees. | 核心 |
| Search employee files to obtain information for authorized persons and organizations, such as credit bureaus and finance companies. | 核心 |
| Compile and prepare reports and documents pertaining to personnel activities. | 核心 |
| Provide assistance in administering employee benefit programs and worker's compensation plans. | 核心 |
| Process, verify, and maintain personnel related documentation, including staffing, recruitment, training, grievances, performance evaluations, classifications, and employee leaves of absence. | 核心 |
| Prepare and set up for new employee orientations. | 核心 |
| Process and review employment applications to evaluate qualifications or eligibility of applicants. | 补充 |
| Interview job applicants to obtain and verify information used to screen and evaluate them. | 补充 |
| Request information from law enforcement officials, previous employers, and other references to determine applicants' employment acceptability. | 补充 |
| Inform job applicants of their acceptance or rejection of employment. | 补充 |
| Select applicants meeting specified job requirements and refer them to hiring personnel. | 补充 |
| Arrange for in-house and external training activities. | 补充 |
| Arrange for advertising or posting of job vacancies and notify eligible workers of position availability. | 补充 |
| Prepare badges, passes, and identification cards, and perform other security-related duties. | 补充 |
| Administer and score applicant and employee aptitude, personality, and interest assessment instruments. | 补充 |
0.06/ 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 |
|---|---|
| Prepare and set up for new employee orientations. | E1 机器人专用设施 |
| Prepare badges, passes, and identification cards, and perform other security-related duties. | E2 受管理的设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 97K
- 预计就业人数,2035
- 91K
- 变化 (2025–35)
- -6.2%
- 年薪中位数,2025
- $50,610
- 入职通常所需学历
- Associate's degree
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 |
|---|---|---|---|
| 31210 | 인사 및 노무 사무원 | 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 4416Personnel Clerks
人事文员
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。
Personnel clerks maintain and update personnel records such as information on transfers and promotions, performance evaluations, employee leave taken and accumulated, salaries, qualifications and training.
任务
- (a) updating information on, employment history, salaries, performance evaluations, qualifications and training and leave taken and accumulated;
- (b) initiating records for newly appointed workers and checking records for completeness;
- (c) processing applications for employment and promotions and advising applicants of results;
- (d) receiving and answering inquiries about employment entitlements and conditions;
- (e) sending out job applications and announcements of job openings and job examinations;
- (f) maintaining and updating manual and computerized filing and registration systems, and compiling and preparing reports and documents relating to personnel activities;
- (g) storing and retrieving personnel records and files on request.
职业示例
Human resource assistant · Human resource clerk
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。
- human resources assistantESCO 4416.1范围相同
Human resources assistants provide support in all the processes and efforts carried by human resources managers. They help in the preparation of recruitment processes by scanning CVs and narrowing the selection to the most suitable candidates. They perform administrative tasks, prepare communications and letters, and perform the tabulation of the surveys and assessments carried out by the department.
- human resources officerESCO 2423.3本职业范围更窄
Human resources officers develop and implement strategies that help their employers select and retain appropriately qualified staff within that business sector. They recruit staff, prepare job advertisements, interview and short-list people, negotiate with employment agencies, and set up working conditions. Human resources officers also administer the payroll, review salaries and advise on remuneration benefits and employment law. They arrange for training opportunities to enhance employees' performance.
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 |
|---|---|---|
| M1501 | Assistant / Assistante Ressources Humaines (RH) | 本职业范围更窄暂定 |
| M1509 | Responsable paie et administration du personnel | 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 |
|---|---|---|
| 4223 | Empleados de servicio de personal | 范围相同暂定 |
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 |
|---|---|---|
| 71512 | Berufe in der Personalentwicklung und -sachbearbeitung - fachlich ausgerichtete Tätigkeiten | 本职业范围更窄 |
| 71513 | Berufe in der Personalentwicklung und -sachbearbeitung - komplexe Spezialistentätigkeiten | 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 |
|---|---|---|
| 252 | 人事事務員 | 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