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
Fill out defective equipment reports.Details
O*NET Task ID 7172
1.0
Communicate with dispatchers concerning delays, unsafe sites, accidents, equipment breakdowns, or other maintenance problems.Details
O*NET Task ID 7178
1.0
Provide quotes for refuse collection contracts.Details
O*NET Task ID 7184
1.0
Organize schedules for refuse collection.Details
O*NET Task ID 7183
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
Refuse collectors remove waste from homes and other facilities and put it in the bin lorry so it can be transported to a treatment and disposal facility. They assist the driver of the bin lorry, help unload the waste, and record the amount of refuse collected. They may also collect waste from construction and demolition sites, and hazardous waste.
出典: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.
걷거나 뛰기(99) · 매우 춥거나 더운 기온(98) · 움직이는 기계(98) · 실외 근무(98) · 몸을 구부리거나 비틀기(97)
Related occupations
청소원
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.
Projected change: +2.1%
Median wage: $50K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
Employment: 156K
Typical entry-level education: No formal educational credential
