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
Compute moisture or salt content, percentages of ingredients, formulas, or other product factors, using mathematical and chemical procedures.Details
O*NET Task ID 7578
1.0
Record or compile test results or prepare graphs, charts, or reports.Details
O*NET Task ID 7579
1.0
Analyze test results to classify products or compare results with standard tables.Details
O*NET Task ID 7581
1.0
Maintain records of testing results or other documents as required by state or other governing agencies.Details
O*NET Task ID 20394
1.0
Provide assistance to food scientists or technologists in research and development, production technology, or quality control.Details
O*NET Task ID 7577
0.5
Examine chemical or biological samples to identify cell structures or to locate bacteria or extraneous material, using a microscope.Details
O*NET Task ID 7583
0.5
Order supplies needed to maintain inventories in laboratories or in storage facilities of food or beverage processing plants.Details
O*NET Task ID 7587
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®, Eloundou et al. (2023): see full notices on the Credits page
Agricultural technicians perform tests and experiments, and provide technical and scientific support to agricultural scientists, farmers and farm managers.
作業
(a) preparing materials and equipment for experiments, tests and analyses;
(b) collecting and preparing specimens such as soils, plant or animal cells, tissues or parts or animal organs for experiments, tests and analyses;
(c) assisting with and performing experiments, tests and analyses applying methods and techniques such as microscopy, histochemistry, chromatography, electrophoresis and spectroscopy;
(d) identifying pathogenic micro-organisms and insects, parasites, fungi and weeds harmful to crops and livestock, and assisting in devising methods of control;
(e) analysing produce to set and maintain standards of quality;
(f) conducting or supervising operational programmes such as fish hatchery, greenhouse and livestock production programmes;
(g) analysing samples of seeds for quality, purity and germination rating;
(h) collecting data and estimating quantities and costs of materials and labour required for projects;
(i) organizing maintenance and repairs of research equipment.
Agricultural technicians collect and conduct experiments and tests on agriculture and aquaculture specimens. They provide support to scientists and farmers and also analyse and report on conditions in the collected specimens' environments.
aquaculture site supervisorESCO 3142.1.2
Aquaculture site supervisors supervise production processes in large-scale aquaculture operations and inspect aquaculture sites to maintain and improve performance. They maintain the health, safety and security of the workplace, develop management plans to reduce the risks from pests, predators and diseases and supervise both the disposal of bio and chemical waste and the maintenance of equipment and machinery.
viticulture adviserESCO 3142.1.3
Viticulture advisers advise on improving vineyard production and wine-making.
aquaculture quality supervisorESCO 3142.1.1
Aquaculture quality supervisors establish standards and policies for the quality control of aquatic organisms’ production. They test and inspect the stock according to hazard analysis and critical control points (HACCP) principles and safety regulations.
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.
기술 분석(98) · 문제 해결(98) · 추리력(97) · 학습전략(97) · 글쓰기(97)
Knowledge
생물(100) · 의료(96) · 화학(95) · 영어(92) · 산수와 수학(87)
Work environment
질병 혹은 감염 위험 노출(97) · 이메일 이용하기(86) · 연설, 발표, 회의하기(80) · 위험한 상태 노출(79) · 정확성, 정밀성 유지(78)
Related occupations
생명과학 시험원 · 농림어업 관련 시험원
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: +4.8%
Median wage: $52K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
