- O*NET-SOC コード
- 25-4012.00
Administer collections, such as artwork, collectibles, historic items, or scientific specimens of museums or other institutions. May conduct instructional, research, or public service activities of institution.
- データ出典: BLS公表時点: 2026-08
非常に高い· 相対
低い4段階の相対区分非常に高い職業群単位の値
尺度・母数・出典
4段階の相対区分（低い / 中程度 / 高い / 非常に高い）
BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります
- データ出典: Anthropic公表時点: 2026-03
0.412
0.000ここに掲載された値の範囲0.745尺度・母数・出典
観測エクスポージャー指数、公開されたまま0–1
O*NETタスクへの対応づけが基準
SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります
- データ出典: ILO公表時点: 2025
0.47
0.09ここに掲載された値の範囲0.70職業群単位の値
尺度・母数・出典
生成AI露出度指数、公開されたまま0–1
ISCO-08の細分類（4桁）単位で公表された値です。米国労働統計局（BLS）の公式対応表（ISCO-08→2010 SOC、2010 SOC→2018 SOC）を公表どおり適用してこの職業に結び付けており、対応は全部または一部です
この出典がどのような性格の値か
BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。
Task-level exposure
露出のある作業のみ評価済みタスク 15 件 · β ≥ 0.5 のタスク 13 件（86.7%）
β = 直接的な露出（E1）+ 0.5 × ツール利用時の露出（E2）。原典リポジトリの定義に従います。
- 原典の単位：O*NET 27.2 のタスク → O*NET 31.0 の職業コード
- 評価済みタスクはすべて O*NET 31.0 のタスク一覧にあります。
- 出典
- OpenAI "GPTs are GPTs" exposure rubric
- 版
- gh-main-0471612
- ライセンス
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.25-4012.00 | 0.081353.3 | 0.148384.8 |
Provide information from the institution's holdings to other curators and to the public.25-4012.00 | 0.028618.8 | 0.00955.4 |
Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.25-4012.00 | 0.017911.8 | 0.00784.5 |
Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.25-4012.00 | 0.00936.1 | —0 |
Plan and conduct special research projects in area of interest or expertise.25-4012.00 | 0.00805.2 | 0.00925.3 |
Write and review grant proposals, journal articles, institutional reports, and publicity materials.25-4012.00 | 0.00754.9 | —0 |
| Not observed on any surface — 9 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. | ||
Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases. | —0 | —0 |
Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed. | —0 | —0 |
Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns. | —0 | —0 |
Negotiate and authorize purchase, sale, exchange, or loan of collections. | —0 | —0 |
Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations. | —0 | —0 |
Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances. | —0 | —0 |
Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials. | —0 | —0 |
Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection. | —0 | —0 |
Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources. | —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 |
|---|---|
Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases.O*NET Task ID 1644 | 1.0 |
Write and review grant proposals, journal articles, institutional reports, and publicity materials.O*NET Task ID 1654 | 1.0 |
Provide information from the institution's holdings to other curators and to the public.O*NET Task ID 1645 | 0.5 |
Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed.O*NET Task ID 1646 | 0.5 |
Negotiate and authorize purchase, sale, exchange, or loan of collections.O*NET Task ID 1648 | 0.5 |
Plan and conduct special research projects in area of interest or expertise.O*NET Task ID 1649 | 0.5 |
Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations.O*NET Task ID 1651 | 0.5 |
Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees.O*NET Task ID 1653 | 0.5 |
Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value.O*NET Task ID 1655 | 0.5 |
Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection.O*NET Task ID 1656 | 0.5 |
Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources.O*NET Task ID 1657 | 0.5 |
Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials.O*NET Task ID 18641 | 0.5 |
Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials.O*NET Task ID 18642 | 0.5 |
Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns.O*NET Task ID 1647 | 0.0 |
Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances.O*NET Task ID 1652 | 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 のタスク全件（15件）
この職業の O*NET 31.0 のタスク全件（英語原文、種別はコア・補足）。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。
| タスク（O*NET 31.0） | 種類 |
|---|---|
| Develop and maintain an institution's registration, cataloging, and basic record-keeping systems, using computer databases. | コア |
| Provide information from the institution's holdings to other curators and to the public. | コア |
| Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed. | コア |
| Train and supervise curatorial, fiscal, technical, research, and clerical staff, as well as volunteers or interns. | コア |
| Negotiate and authorize purchase, sale, exchange, or loan of collections. | コア |
| Plan and conduct special research projects in area of interest or expertise. | コア |
| Confer with the board of directors to formulate and interpret policies, to determine budget requirements, and to plan overall operations. | コア |
| Attend meetings, conventions, and civic events to promote use of institution's services, to seek financing, and to maintain community alliances. | コア |
| Write and review grant proposals, journal articles, institutional reports, and publicity materials. | コア |
| Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value. | コア |
| Plan and organize the acquisition, storage, and exhibition of collections and related materials, including the selection of exhibition themes and designs, and develop or install exhibit materials. | コア |
| Design, organize, or conduct tours, workshops, and instructional or educational sessions to acquaint individuals with an institution's facilities and materials. | コア |
| Schedule events and organize details, including refreshment, entertainment, decorations, and the collection of any fees. | 補足 |
| Arrange insurance coverage for objects on loan or for special exhibits and recommend changes in coverage for the entire collection. | 補足 |
| Establish specifications for reproductions and oversee their manufacture or select items from commercially available replica sources. | 補足 |
0.07/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け（0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境）、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5（ウェブ検索）で推定しました（2026年時点）。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
ロボット環境等級（E0–E3）
E0 ロボット不可詳細
実際に導入・販売・実演されたロボットでは、ロボット専用設備でもこなせないと評価
E1 ロボット専用設備詳細
フェンスで囲われた機械セルや瓶詰めラインのように、機械を中心に作られた設備でこなせると評価
E2 管理された施設詳細
病院の薬剤部やコンテナ港のように、機関が作業基準を保っている人の作業施設でこなせると評価
E3 非定型の環境詳細
一般家庭や建設現場のように、作業基準を保つ機関がない環境でこなせると評価
身体的なタスクに分類されたタスクのみを掲載しています。その他のタスクには出典で等級がないため載せていません。
| タスク（O*NET 29.3） | ロボット環境等級 |
|---|---|
| Inspect premises to assess the need for repairs and to ensure that climate and pest control issues are addressed. | E2 管理された施設 |
| Study, examine, and test acquisitions to authenticate their origin, composition, history, and to assess their current value. | E0 ロボット不可 |
職業情報
雇用見通し（BLS）
- 雇用者数、2025
- 14K
- 雇用者数見通し、2035
- 15K
- 変化率 (2025–35)
- +4.9%
- 年間賃金の中央値、2025
- $63,420
- 入職時に通常必要な学歴
- Master's degree
韓国職業分類との対応（KSCO）
AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。
| KSCO コード | KSCO 名称 | 関係 | 状態 |
|---|---|---|---|
| 29211 | 학예사 | 範囲が同じ | 確定 |
| 13401 | 공연‧시각예술 관련 관리자 | 重なるが同じではない | 検収承認 |
関係と状態の定義(kr-direct v1.1)
ILO（国際労働機関）の職業説明
以下のISCO-08職業群は、AI Changing Workが米国労働統計局（BLS）の発行するクロスウォーク（2018 SOC→2010 SOC、2010 SOC→ISCO-08）を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。
- ISCO-08 2621Archivists and Curators
公文書保管人、博物館学芸員
出典: 総務省「国際標準職業分類（ISCO）2008年改定版（仮訳）分類項目名一覧（和英対照）」— 原著：ILO ISCO-08 © International Labour Organization（日本語訳は総務省がILOの許可を得て作成）
以下の定義・作業・職業例は、この職業ではなく、当該ISCO-08職業群についてのILOによる説明です。
Archivists and curators collect, appraise and ensure the safekeeping and preservation of the contents of archives, artefacts and records of historical, cultural, administrative and artistic interest, and of art and other objects. They plan, devise and implement systems for the safekeeping of records and historically valuable documents.
作業
- (a) evaluating and preserving records for administrative, historical, legal, evidential and other purposes;
- (b) directing or carrying out the preparation of indexes, bibliographies, microfilm copies and other reference aids to the collected material and making them available to users;
- (c) researching the origin, distribution and use of materials and objects of cultural and historical interest;
- (d) organizing, developing and maintaining collections of artistic, cultural, scientific or historically significant items;
- (e) directing or undertaking classification and cataloguing of museum and art gallery collections and organizing exhibitions;
- (f) researching into, appraising, organizing and preserving historically significant and valuable documents such as government papers, private papers, photographs, maps, manuscripts and audiovisual materials;
- (g) preparing scholarly papers and reports;
- (h) planning and implementing the computerized management of archives and electronic records;
- (i) organizing exhibitions at museums and art galleries, publicizing exhibits and arranging special displays for general, specialized or educational interest;
- (j) appraising and acquiring archival materials to build and develop an archival collection for research purposes.
職業例
Archivist · Art gallery curator · Museum curator · Records manager
Sources: ILO ISCO-08 — details: Credits
ESCO 職業語彙
以下の各項目は、公開されているESCO-O*NET Crosswalk（バージョン1、2022年）で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。
- collection managerESCO 2621.3この職業のほうが広い
Collection managers ensure the care and preservation of objects within cultural institutions, like museums, libraries, and archives. Collection managers, along with exhibition curators, and conservators, play a very important role in collections care. They can be found in most large museums.
- exhibition curatorESCO 2621.5この職業のほうが広い
Exhibition curators organise and display artworks and artefacts. They work in and for museums, art galleries, museums for science or history, libraries and archives, and in other cultural institutions. In general, exhibition curators work in artistic and cultural exhibition fields and events of all kinds.
- exhibition registrarESCO 2621.6この職業のほうが広い
Exhibition registrars organise, manage and document movement of museum artefacts to and from storage, display and exhibitions. This happens in collaboration with private or public partners such as art transporters, insurers and restorers, within the museum and outside.
- mediation and education managerESCO 2621.7この職業のほうが広い
Mediation and education managers are in charge of all programmes, activities, studies and research concerning the presentation of the cultural venue's artefacts or programme to current and prospective visitors.
- zoo curatorESCO 1431.2.6この職業のほうが広い
Zoo curators are usually the position of middle-management within an institution. Much of their work involves oversight, management and development of the animal collection. Often this is related to animal husbandry and welfare policy, the acquisition and disposition of zoo animals, and development of new exhibits. Zoos normally acquire animals through captive breeding programs. The zoo collection, trade, and transport of the animals is regulated by government agencies as well as guided by zoo membership organisations. Consequently, zoo curators act as a liaison between these agencies and the zoo itself. Additionally, they play an active role in the administration of zoo functions and all kinds of captive breeding programs.
出典: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
ライセンス: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
フランス職業分類との対応（ROME）
この職業と ROME 4.0 の職業票（fiche）との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列（Claude）の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。
| ROME コード | ROME 名称（フランス語） | 関係 |
|---|---|---|
| K1602 | Conservateur / Conservatrice du patrimoine | 範囲が同じ |
| K1605 | Commissaire d'exposition | この職業のほうが広い |
| K1607 | Conservateur / Conservatrice des antiquités et objets d'art | この職業のほうが広い |
| K1608 | Directeur / Directrice d'établissement patrimonial | この職業のほうが広い |
| A1316 | Chargé / Chargée de conservation ex-situ | 関連（対応ではない） |
| D1233 | Galeriste | 関連（対応ではない） |
| G1106 | Animateur / Animatrice du patrimoine | 関連（対応ではない） |
| K1213 | Médiateur culturel / Médiatrice culturelle | 関連（対応ではない） |
| K1604 | Directeur / Directrice d'établissement culturel | 関連（対応ではない） |
| K1606 | Responsable de la conservation préventive | 関連（対応ではない）暫定 |
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)
スペイン職業分類との対応（CNO-11）
この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| CNO-11 コード | CNO-11 名称（スペイン語） | 関係 |
|---|---|---|
| 2911 | Archivistas y conservadores de museos | この職業のほうが狭い暫定 |
| 1329 | Directores de otras empresas de servicios profesionales no clasificados bajo otros epígrafes | 関連（対応ではない）暫定 |
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)
ドイツ職業分類との対応（KldB）
この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| KldB コード | KldB 名称（ドイツ語） | 関係 |
|---|---|---|
| 94704 | Museumsberufe (ohne Spezialisierung) - hoch komplexe Tätigkeiten | この職業のほうが狭い |
| 94794 | Führungskräfte - Museum | 関連（対応ではない）暫定 |
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)
日本職業分類との対応（JSCO）
この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。
| JSCO コード | JSCO 名称（日本語） | 関係 |
|---|---|---|
| 242 | 学芸員 | 範囲が同じ |
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)
このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知：クレジットと出典