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
Enter information about museum collections into computer databases.Details
O*NET Task ID 21065
1.0
Coordinate exhibit installations, assisting with design, constructing displays, dioramas, display cases, and models, and ensuring the availability of necessary materials.Details
O*NET Task ID 3807
0.5
Determine whether objects need repair and choose the safest and most effective method of repair.Details
O*NET Task ID 3808
0.5
Specialize in particular materials or types of object, such as documents and books, paintings, decorative arts, textiles, metals, or architectural materials.Details
O*NET Task ID 3813
0.5
Recommend preservation procedures, such as control of temperature and humidity, to curatorial and building staff.Details
O*NET Task ID 3814
0.5
Classify and assign registration numbers to artifacts and supervise inventory control.Details
O*NET Task ID 3815
0.5
Prepare reports on the operation of conservation laboratories, documenting the condition of artifacts, treatment options, and the methods of preservation and repair used.Details
O*NET Task ID 3819
0.5
Study object documentation or conduct standard chemical and physical tests to ascertain the object's age, composition, original appearance, need for treatment or restoration, and appropriate preservation method.Details
O*NET Task ID 3820
0.5
Perform tests and examinations to establish storage and conservation requirements, policies, and procedures.Details
O*NET Task ID 3822
0.5
Plan and conduct research to develop and improve methods of restoring and preserving specimens.Details
O*NET Task ID 3823
0.5
Estimate cost of restoration work.Details
O*NET Task ID 3825
0.5
Photograph objects for documentation.Details
O*NET Task ID 18644
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
Gallery, museum and library technicians prepare artworks, specimens and artefacts for collections, arrange and construct gallery exhibits, and assist librarians to organize and operate systems for handling recorded material and files.
作業
(a) mounting and preparing objects for display;
(b) designing and arranging exhibit furnishings, display cases and display areas;
(c) assisting in setting up lighting and display equipment;
(d) receiving, shipping, packing and unpacking exhibits;
(e) ordering new library materials and maintaining library records and circulation systems;
(f) cataloguing printed and recorded material;
(g) entering data into databases and editing computer records;
(h) operating audiovisual and reprographic equipment;
(i) searching and verifying bibliographic data.
職業例
Gallery technician · Library technician · Museum technician · Taxidermist
Big data archive librarians classify, catalogue and maintain libraries of digital media. They also evaluate and comply with metadata standards for digital content and update obsolete data and legacy systems.
art handlerESCO 3433.1
Art handlers are trained individuals who work directly with objects in museums and art galleries. They work in coordination with exhibition registrars, collection managers, conservator-restorers and curators, among others, to ensure that objects are safely handled and cared for. Often they are responsible for packing and unpacking art, installing and deinstalling art in exhibitions, and moving art around the museum and storage spaces.
taxidermistESCO 3433.3
Taxidermists mount and reproduce deceased animals or parts of animals such as trofy heads for the purpose of public display and education, such as in a museum or monument, or for other sources of scientific study, or for a private collection.
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.
-각 분야에 대한 기술적 자문을 하고, 각종 공사와 문화재수리기능자에 대한 관리감독을 한다.
-분야에 따라서는 원형고증조사 혹은 전통기법의 연구, 조사, 제작의 업무를 한다.
-소장품을 효과적으로 분류, 정리하고 과학적으로 관리할 수 있도록 전문적, 기술적 지식과 경험을 제공하기도 한다.
-문화재의 손실원인을 과학적으로 규명하여 이에 적합한 방법으로 보존 처리한다.
-파손되어 분실된 부위를 복원하기 위하여 합성수지, 목재, 고령토 등을 사용하여 보수한다.
-적외선 분석기, 전자현미경를 사용하여 예술품의 재질, 제작기술, 예술사적인 단서 등을 분석한다.
-분야에 따라 보수기술자, 단청기술자, 실측설계기술자, 조경기술자, 보존과학기술자, 식물보호기술자가 있으며 각 분야의 기술적 자문을 하고, 각종 공사와 문화재수리기능자에 대한 관리·감독을 한다.
[문화재수리기능자]
-전문 분야에 따라 목공, 석공, 화공, 드잡이공, 번와와공, 제작와공, 미장공, 철물공, 조각공, 칠공, 도금공, 표구공, 조경공, 세척공, 보존과학공, 식물보호공, 실측설계사보, 박제 및 표본제작공이 있으며, 각 분야에 대한 실제적인 수리와 시공, 제작 업무를 한다.
읽고 이해하기(72) · 서비스 지향(67) · 전산(59) · 시력(58) · 듣고 이해하기(48)
Knowledge
역사(75) · 사무(66) · 국어(64) · 철학과 신학(62) · 사회와 인류(60)
Work environment
앉아서 근무(84) · 외부 고객 대하기(84) · 다른 사람과의 접촉(83) · 실내 근무(80) · 자동화 정도(75)
Related occupations
학예사(큐레이터) · 기록물관리사(기록물관리전문요원) · 문화재보존원(컨서베이터)
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: +3.6%
Median wage: $51K
lowest $31Kmedian wage across 825 detailed occupations, BLS EP 2025–35highest $559K
