Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles.Details
31-1122
0.070087.5
0.0400100.0
Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.Details
31-1122
0.010012.5
—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
βE1 + 0.5 × E2
Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.Details
O*NET Task ID 2371
1.0
Provide clients with communication assistance, typing their correspondence or obtaining information for them.Details
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.Details
O*NET Task ID 2376
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
Occupation information
ILO occupational description
Home-based Personal Care Workers
Home-based personal care workers provide routine personal care and assistance with activities of daily living to persons who are in need of such care due to effects of ageing, illness, injury, or other physical or mental condition in private homes and other independent residential settings.
Tasks
(a) assisting clients with personal and therapeutic care needs such as personal hygiene, feeding, dressing, physical mobility and exercise, communication, taking oral medications and changing dressings, usually as per care plans established by a health professional
(b) maintaining records of client care, changes in condition and responses to care and treatment, and reporting concerns or providing referrals to a health or social services professional;
(c) positioning and lifting clients with physical mobility challenges, and helping transport them in wheelchairs and motor vehicles;
(d) providing clients and families with emotional support and information and advice on topics such as nutrition, hygiene, exercise, caring for infants or adapting to disability or illness;
(e) maintaining clients' environmental hygiene standards, such as changing bed linen, washing clothes and dishes, and cleaning living quarters;
(f) providing psychological support to clients such as through conversation or reading aloud;
(g) planning, purchasing, preparing, or serving meals to meet nutritional requirements and prescribed diets;
(h) providing support to parents and care for newborns during the postpartum period
(i) scheduling and accompanying clients for appointments with medical doctors and other health professionals or performing other errands.
Example occupations
Home birth assistant · Home care aide · Nursing aide (home) · Personal care provider
Indirect mapping — this occupation is linked to the ISCO unit group by a rule-based fallback.
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.
Source:European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ESCO reuse terms and the modification notice are in Credits.
Shown in the original Korean. This dataset is published under KOGL Type 4, which prohibits derivative works including translation, so the text is reproduced unaltered.
질병 혹은 감염 위험 노출(97) · 마감시간(97) · 다른 사람과 신체적 접촉(86) · 외부 고객 대하기(80) · 서서 근무(77)
Related occupations
응급구조사 · 보건의료정보관리사 · 수의사 보조원(동물보건사) · 안경사 · 안마사
The KNOW occupations and KECO codes listed here were linked to this page's occupation by this site; this is not a correspondence defined by the Korea Employment Information Service or the Ministry of Employment and Labor.
