Personal Care Aides
Healthcare Support Occupations- O*NET-SOC 代码
- 31-1122.00
Provide personalized assistance to individuals with disabilities or illness who require help with personal care and activities of daily living support (e.g., feeding, bathing, dressing, grooming, toileting, and ambulation). May also provide help with tasks such as preparing meals, doing light housekeeping, and doing laundry. Work is performed in various settings depending on the needs of the care recipient and may include locations such as their home, place of work, out in the community, or at a daytime nonresidential facility.
- 数据来源: ILO发布时间: 2025
0.22–0.58· ISCO-08 职业组 3 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
- 数据来源: OpenAI发布时间: 2023
0.333
0.000此处所载数值的范围0.844尺度 · 母数 · 来源
各关联 ISCO-08 职业组的 ILO 数值
- ISCO-08 4414Scribes and Related Workers0.58
- ISCO-08 5162Companions and Valets0.22
- ISCO-08 5322Home-based Personal Care Workers0.25
Task-level exposure
仅显示有暴露的工作已评分任务 11 项 · β ≥ 0.5 的任务 3 项(27.3%)
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 39-9021.00 Personal Care Aides 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 % | APIRaw / share % |
|---|---|---|
Provide clients with communication assistance, typing their correspondence or obtaining information for them.39-9021.00 | 0.214796.5 | 0.0094100.0 |
Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals.39-9021.00 | 0.00622.8 | —0 |
Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.39-9021.00 | 0.00150.7 | —0 |
| Not observed on any surface — 8 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. | ||
Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists. | —0 | —0 |
Administer bedside or personal care, such as ambulation or personal hygiene assistance. | —0 | —0 |
Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands. | —0 | —0 |
Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles. | —0 | —0 |
Instruct or advise clients on issues such as household cleanliness, utilities, hygiene, nutrition, or infant care. | —0 | —0 |
Participate in case reviews, consulting with the team caring for the client, to evaluate the client's needs and plan for continuing services. | —0 | —0 |
Transport clients to locations outside the home, such as to physicians' offices or on outings, using a motor vehicle. | —0 | —0 |
Train family members to provide bedside care. | —0 | —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 |
|---|---|
Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.O*NET Task ID 2371 | 1.0 |
Provide clients with communication assistance, typing their correspondence or obtaining information for them.O*NET Task ID 2379 | 1.0 |
Participate in case reviews, consulting with the team caring for the client, to evaluate the client's needs and plan for continuing services.O*NET Task ID 2376 | 0.5 |
Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists.O*NET Task ID 2369 | 0.0 |
Administer bedside or personal care, such as ambulation or personal hygiene assistance.O*NET Task ID 2370 | 0.0 |
Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands.O*NET Task ID 2372 | 0.0 |
Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles.O*NET Task ID 2373 | 0.0 |
Instruct or advise clients on issues, such as household cleanliness, utilities, hygiene, nutrition, or infant care.O*NET Task ID 2374 | 0.0 |
Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals.O*NET Task ID 2375 | 0.0 |
Transport clients to locations outside the home, such as to physicians' offices or on outings, using a motor vehicle.O*NET Task ID 2377 | 0.0 |
Train family members to provide bedside care.O*NET Task ID 2378 | 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(11 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 |
|---|---|
| Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists. | 核心 |
| Administer bedside or personal care, such as ambulation or personal hygiene assistance. | 核心 |
| Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor. | 核心 |
| Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands. | 核心 |
| Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles. | 核心 |
| Instruct or advise clients on issues, such as household cleanliness, utilities, hygiene, nutrition, or infant care. | 核心 |
| Participate in case reviews, consulting with the team caring for the client, to evaluate the client's needs and plan for continuing services. | 核心 |
| Provide clients with communication assistance, typing their correspondence or obtaining information for them. | 核心 |
| Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals. | 补充 |
| Transport clients to locations outside the home, such as to physicians' offices or on outings, using a motor vehicle. | 补充 |
| Train family members to provide bedside care. | 补充 |
0.38/ 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 |
|---|---|
| Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists. | E2 受管理的设施 |
| Administer bedside or personal care, such as ambulation or personal hygiene assistance. | E0 机器人不可 |
| Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands. | E1 机器人专用设施 |
| Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles. | E0 机器人不可 |
| Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals. | E1 机器人专用设施 |
| Transport clients to locations outside the home, such as to physicians' offices or on outings, using a motor vehicle. | E0 机器人不可 |
职业信息
就业展望(BLS)
BLS 就业预测表中没有 SOC 31-1122 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 |
|---|---|---|---|
| 42210 | 요양보호사 | 本职业范围更宽 | 已确认 |
| 42310 | 노인 돌봄 종사원 | 本职业范围更宽 | 已确认 |
| 42320 | 장애인 돌봄 종사원 | 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 4414Scribes and Related Workers
抄写员及有关人员
- ISCO-08 5162Companions and Valets
陪伴人员和贴身侍从
- ISCO-08 5322Home-based Personal Care Workers
居家个人护理人员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
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。
- care at home workerESCO 3412.4.2本职业范围更宽
Care at home workers provide domiciliary services to vulnerable adults including frail elderly or disabled people who are living with physical impairment or convalescing. They aim to improve their lives in the community and assure patients can live safely and independently in their own home.
- companionESCO 5162.1本职业范围更宽
Companions perform housekeeping duties and meal preparation for the people they assist on their own premises such as elderly people or people with special needs or who suffer from an illness. They also provide entertainment activities such as playing cards or reading stories. They may do shopping activities as well as punctual transportation to doctor's appointments, etc.
- disability support workerESCO 3412.4.4本职业范围更宽
Disability support workers provide personal assistance and support to individuals of all ages with disability conditions, either intellectual or physical disabilities. They work with other health professionals to maximise individuals physical and mental well being. Their duties include bathing, lifting, moving, dressing or feeding people with disability.
- home care aideESCO 5322.1本职业范围更宽
Home care aides provide personal assistance and promote autonomy, on a daily basis to individuals who are unable to take care of themselves due to illness, ageing or disability. They assist them with personal hygiene, feeding, communication or medication according to the health care professional's instructions.
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 |
|---|---|---|
| K1312 | Accueillant familial / Accueillante familiale thérapeutique auprès d'adultes | 本职业范围更宽 |
| K1302 | Assistant / Assistante de vie dépendance | 本职业范围更宽暂定 |
| K1311 | Assistant / Assistante de vie aux familles | 本职业范围更宽暂定 |
| K1306 | Accompagnant Educatif et Social (AES) / Accompagnante Educative et Sociale (AES) | 有重叠,但不相同暂定 |
| K1314 | Auxiliaire de vie sociale auprès d'enfants | 相关,但不对应 |
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 |
|---|---|---|
| 5710 | Trabajadores de los cuidados personales a domicilio | 范围相同 |
| 5891 | Asistentes personales o personas de compañía | 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 |
|---|---|---|
| 83141 | Berufe in der Haus- und Familienpflege - Helfer- und Anlerntätigkeiten | 本职业范围更宽 |
| 82101 | Berufe in der Altenpflege (ohne Spezialisierung) - Helfer-/Anlerntätigkeiten | 有重叠,但不相同 |
| 83131 | Berufe in Heilerziehungspflege und Sonderpädagogik - Helfer-/Anlerntätigkeiten | 相关,但不对应 |
| 83143 | Berufe in der Haus- und Familienpflege - komplexe Spezialistentätigkeiten | 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 |
|---|---|---|
| 362 | 訪問介護従事者 | 本职业范围更窄 |
| 361 | 介護職員(医療・福祉施設等) | 有重叠,但不相同 |
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