リスク管理スペシャリスト

ビジネス・金融

AI露出度

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
出典データセット（XLSX ファイルのダウンロード）
データ出典: Anthropic公表時点: 2026-03
0.220
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
出典データセット
データ出典: ILO公表時点: 2025
0.44
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の職業小分類単位 — 同じコードの職業はすべて同じ値
当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは28%です。
出典データセット

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

非表示の作業 52 件を表示

Task	Claude.aiRaw / share %	APIRaw / share %
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models. 13-2099	0.053121.1	0.01708.2
Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation. 13-2099	0.027711.0	0.00703.4
Interpret results of financial analysis procedures. 13-2099	0.01987.9	0.028413.6
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions. 13-2099	0.01646.5	0.01145.5
Provide application or analytical support to researchers or traders on issues such as valuations or data. 13-2099	0.01385.5	0.01014.8
Create client presentations of plan details. 13-2099	0.01305.2	0.00482.3
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions. 13-2099	0.01194.7	0.00492.3
Produce reports or presentations that outline findings, explain risk positions, or recommend changes. 13-2099	0.01084.3	0.00381.8
Develop or implement risk-assessment models or methodologies. 13-2099	0.00953.8	0.00894.3
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements. 13-2099	0.00712.8	0.00984.7
Produce written summary reports of financial research results. 13-2099	0.00682.7	0.01657.9
Prepare requirements documentation for use by software developers. 13-2099	0.00612.4	0.00231.1
Research new financial products or analytics to determine their usefulness. 13-2099	0.00582.3	0.00331.6
Prepare all materials for transactions or execution of deals. 13-2099	0.00532.1	0.00281.3
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies. 13-2099	0.00491.9	0.00612.9
Identify, track, or maintain metrics for trading system operations. 13-2099	0.00401.6	0.00442.1
Identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations. 13-2099	0.00361.4	—0
Define or recommend model specifications or data collection methods. 13-2099	0.00341.4	—0
Review reports of suspected fraud to determine need for further investigation. 13-2099	0.00331.3	—0
Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques. 13-2099	0.00311.2	0.00371.8
Train others in fraud detection and prevention techniques. 13-2099	0.00311.2	—0
Prepare written reports of investigation findings. 13-2099	0.00291.2	—0
Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts. 13-2099	0.00271.1	0.00442.1
Identify key risks and mitigating factors of potential investments, such as asset types and values, legal and ownership structures, professional reputations, customer bases, or industry segments. 13-2099	0.00220.9	0.00381.8
Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques. 13-2099	0.00210.8	—0
Assess companies as investments for clients by examining company facilities. 13-2099	0.00200.8	0.00291.4
Provide statistical modeling advice to other departments. 13-2099	0.00200.8	—0
Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures. 13-2099	0.00180.7	0.00401.9
Perform securities valuation or pricing. 13-2099	0.00180.7	0.00170.8
Arrange financing of deals from sources such as financial institutions, agencies, or public or private companies. 13-2099	0.00170.7	0.00261.3
Design, implement, or maintain fraud detection tools or procedures.	—0	0.025312.1
Develop and maintain client relationships.	—0	0.00944.5
Maintain input or data quality of risk management systems.	—0	0.00562.7
Maintain or modify all financial analytic models in use.	—0	0.00180.9
Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues.	—0	0.00170.8
他 25 件の作業を表示 ▾折りたたむ ▴

Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page

職業情報

ILO

ESCO 職業語彙

publishing rights managerESCO 3339.6
Publishing rights managers are responsible for the copyrights of books. They organise the sale of these rights so books can be translated, made into movies, etc.
relocation officerESCO 3339.7
Relocation officers help businesses and organisations with the move of employees. They plan the whole move. Relocation officers advise on real estate. They plan moving services and look after the general well-being of the employees and their family.
promoterESCO 3339.5
Promoters work with artists (or their agents) and venues on to arrange a show. They liaise with bands and agents to agree on a date for a performance and negotiate a deal. They book a venue and promote the upcoming gig. They make sure everything the band needs is in place and set up soundcheck times and the running order of the show. Some promoters work freelance, but they may also be tied to a single venue or festival.
tourism contract negotiatorESCO 3339.9
Tourism contract negotiators negotiate tourism-related contracts between a tour operator and tourism service providers.
intellectual property consultantESCO 3339.4
Intellectual property consultants provide advice on the usage of intellectual property assests such as patents, copyrights, and trademarks. They help clients to value, in monetary terms, intellectual property portfolios, to follow adequate legal procedures for protecting of such property, and to perform patent brokerage activities.
talent agentESCO 3339.8
Talent agents represent artists, authors, performers and athletes. They promote their clients in order to attract prospective employers. Talent agents set up public appearances, auditions and performances. They take care of contract negotiations.
auctioneerESCO 3339.2
Auctioneers conduct auctions by accepting bids and declaring goods sold.
advertising sales agentESCO 3339.1
Advertising sales agents sell advertising space and media time to businesses and individuals. They make sales pitches to potential clients and follow up on after-sales.

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)

原文を見る

ESCO reuse terms and the modification notice are in Credits.

KEIS2025

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.

공연·영화 및 음반 기획자KNOW K000000881
Job outlook: 증가(23%) 현상유지(33%) 감소(43%)
Wages (10,000 KRW): lower(25%) 3.575K average(50%) 4.3K upper(25%) 5.0K
minacross 461 KNOW occupationsmax
Job satisfaction: 63.6
minacross 461 KNOW occupationsmax
Details
Duties
- -공연작품을 무대에 올리기 위해 작품 선정, 홍보, 마케팅, 공연결과 평가 등 제반 과정을 기획하고 추진한다.
- -음반시장 및 수요자 분석을 통해 음반을 기획하고, 적합한 가수, 연주자, 작곡ㆍ작사ㆍ편곡자를 선정하여 음반을 기획하고 제작한다.
- -영화 제작을 위해 시나리오, 영화감독 등을 선정하고, 제작비 투자 및 사용, 상영극장 섭외 등 제작 및 영화상영에 관한 업무 전반을 총괄한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
창의력(99) · 협상(98) · 재정 관리(97) · 인적자원 관리(97) · 설득(96)
Knowledge
예술(98) · 영업과 마케팅(82) · 의사소통과 미디어(78) · 국어(76) · 통신(66)
Work environment
연설, 발표, 회의하기(78) · 앉아서 근무(77) · 치열한 경쟁(77) · 불쾌하거나 무례한 사람 상대(77) · 주말 및 공휴일 근무(73)
Related occupations
연예인매니저
연예인매니저KNOW K000007574
Job outlook: 증가(7%) 현상유지(60%) 감소(33%)
Wages (10,000 KRW): lower(25%) 3.15K average(50%) 3.9K upper(25%) 4.575K
minacross 461 KNOW occupationsmax
Job satisfaction: 62.9
minacross 461 KNOW occupationsmax
Details
Duties
- -연예인의 활동일정을 관리하고 출연작품 선정을 위해 연예인과 협의한다.
- -출연을 제의한 영화사, 방송국, 기업체, 기타 일반 단체와 출연일정, 출연료 등을 협의하고 계약한다.
- -지방, 해외공연에 따른 여행일정, 교통, 숙박 등과 관련하여 세부적인 일정을 수립하고 협의한다.
- -대본이나 시나리오를 검토하여 담당연예인이 해당 배역을 소화할 수 있도록 체력 또는 특기활동 등을 훈련시킨다.
- -극중 인물의 성격을 효과적으로 표현할 수 있도록 언어, 연기 등을 협의한다.
- -연예인으로서 소질이 있는 사람을 현장에서 발굴하며, 성장할 수 있는 방안을 구상한다.
See details on KNOW (Korea Employment Information Service) (external site)
Work abilities
시간 관리(98) · 기억력(93) · 청력(91) · 시력(80) · 모니터링(Monitoring)(80)
Knowledge
예술(90) · 영업과 마케팅(87) · 의사소통과 미디어(74) · 지리(68) · 심리(63)
Work environment
규칙적인 근무(100) · 움직이는 기계(99) · 주말 및 공휴일 근무(98) · 극단적으로 밝거나 부적절한 조명(98) · 걷거나 뛰기(90)
Related occupations
공연·영화 및 음반 기획자

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.

AI露出度

Task-level exposure

職業情報

ILO（国際労働機関）の職業説明

ESCO 職業語彙