Financial Risk Specialists
Business and Financial Operations Occupations- O*NET-SOC コード
- 13-2054.00
Analyze and measure exposure to credit and market risk threatening the assets, earning capacity, or economic state of an organization. May make recommendations to limit risk.
- 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
0.265
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
0.44–0.62· ISCO-08職業グループ3件
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。
結び付けたISCO-08グループごとのILO値
- ISCO-08 2412Financial and Investment Advisers0.57
- ISCO-08 2413Financial Analysts0.62
- ISCO-08 3339Business Services Agents Not Elsewhere Classified0.44
Task-level exposure
露出のある作業のみ評価済みタスク 30 件 · β ≥ 0.5 のタスク 30 件（100.0%）
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
O*NET-SOC 2010 の職業 13-2051.00 Financial Analysts; 13-2099.02 Risk Management Specialists の作業です。当サイトが O*NET-SOC 2010→2019 公式クロスウォークによりこの職業に結び付けました
| Task (O*NET 20.1) | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.13-2051.00 | 0.063836.0 | 0.071944.2 |
Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.13-2051.00 | 0.024513.8 | 0.017610.8 |
Recommend investments and investment timing to companies, investment firm staff, or the public.13-2051.00 | 0.01699.5 | 0.01056.4 |
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.13-2051.00 | 0.01548.7 | 0.00422.6 |
Monitor fundamental economic, industrial, and corporate developments by analyzing information from financial publications and services, investment banking firms, government agencies, trade publications, company sources, or personal interviews.13-2051.00 | 0.01357.6 | 0.020312.5 |
Develop or implement risk-assessment models or methodologies.13-2099.02 | 0.01086.1 | 0.01217.5 |
Produce reports or presentations that outline findings, explain risk positions, or recommend changes.13-2099.02 | 0.00895.0 | 0.00442.7 |
Present oral or written reports on general economic trends, individual corporations, and entire industries.13-2051.00 | 0.00643.6 | 0.00402.5 |
Evaluate and compare the relative quality of various securities in a given industry.13-2051.00 | 0.00553.1 | 0.00815.0 |
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.13-2099.02 | 0.00331.9 | —0 |
Prepare plans of action for investment, using financial analyses.13-2051.00 | 0.00221.2 | —0 |
Identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations.13-2099.02 | 0.00221.2 | —0 |
Maintain input or data quality of risk management systems.13-2099.02 | 0.00191.1 | 0.00583.5 |
Provide statistical modeling advice to other departments.13-2099.02 | 0.00181.0 | —0 |
Track, measure, or report on aspects of market risk for traded issues. | —0 | 0.00221.3 |
Conduct statistical analyses to quantify risk using statistical analysis software or econometric models. | —0 | 0.00161.0 |
| Not observed on any surface — 26 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. | ||
Monitor developments in the fields of industrial technology, business, finance, and economic theory. | —0 | —0 |
Determine the prices at which securities should be syndicated and offered to the public. | —0 | —0 |
Contact brokers and purchase investments for companies, according to company policy. | —0 | —0 |
Collaborate with investment bankers to attract new corporate clients to securities firms. | —0 | —0 |
Conduct financial analyses related to investments in green construction or green retrofitting projects. | —0 | —0 |
Determine the financial viability of alternative energy generation or fuel production systems, based on power source or feedstock quality, financing costs, potential revenue, and total project costs. | —0 | —0 |
Evaluate financial viability and potential environmental benefits of cleantech innovations to secure capital investments from sources such as venture capital firms and government green fund grants. | —0 | —0 |
Forecast or analyze financial costs associated with climate change or other environmental factors, such as clean water supply and demand. | —0 | —0 |
Identify potential financial investments that are environmentally sound, considering issues such as carbon emissions and biodiversity. | —0 | —0 |
Research and recommend environmentally-related financial products, such as energy futures, water rights, carbon credits, government environmental funds, and cleantech industry funds and company stocks. | —0 | —0 |
Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations. | —0 | —0 |
Develop contingency plans to deal with emergencies. | —0 | —0 |
Devise scenario analyses reflecting possible severe market events. | —0 | —0 |
Analyze new legislation to determine impact on risk exposure. | —0 | —0 |
Recommend ways to control or reduce risk. | —0 | —0 |
Plan, and contribute to development of, risk management systems. | —0 | —0 |
Gather risk-related data from internal or external resources. | —0 | —0 |
Document, and ensure communication of, key risks. | —0 | —0 |
Devise systems and processes to monitor validity of risk modeling outputs. | —0 | —0 |
Confer with traders to identify and communicate risks associated with specific trading strategies or positions. | —0 | —0 |
Review or draft risk disclosures for offer documents. | —0 | —0 |
Consult financial literature to ensure use of the latest models or statistical techniques. | —0 | —0 |
Determine potential environmental impacts of new products or processes on long-term growth and profitability. | —0 | —0 |
Determine potential liability related to the use of more sustainable methods of product packaging, such as biodegradable food containers. | —0 | —0 |
Evaluate the risks and benefits involved in implementing green building technologies. | —0 | —0 |
Evaluate the risks related to green investments, such as renewable energy company stocks. | —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 |
|---|---|
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.O*NET Task ID 21617 | 1.0 |
Review or draft risk disclosures for offer documents.O*NET Task ID 21633 | 1.0 |
Analyze areas of potential risk to the assets, earning capacity, or success of organizations.O*NET Task ID 21605 | 0.5 |
Analyze new legislation to determine impact on risk exposure.O*NET Task ID 21606 | 0.5 |
Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models.O*NET Task ID 21607 | 0.5 |
Confer with traders to identify and communicate risks associated with specific trading strategies or positions.O*NET Task ID 21608 | 0.5 |
Consult financial literature to ensure use of the latest models or statistical techniques.O*NET Task ID 21609 | 0.5 |
Contribute to development of risk management systems.O*NET Task ID 21610 | 0.5 |
Determine potential environmental impacts of new products or processes on long-term growth and profitability.O*NET Task ID 21611 | 0.5 |
Develop contingency plans to deal with emergencies.O*NET Task ID 21612 | 0.5 |
Develop or implement risk-assessment models or methodologies.O*NET Task ID 21613 | 0.5 |
Devise scenario analyses reflecting possible severe market events.O*NET Task ID 21614 | 0.5 |
Devise systems or processes to monitor validity of risk assessments.O*NET Task ID 21615 | 0.5 |
Document, and ensure communication of, key risks.O*NET Task ID 21616 | 0.5 |
Evaluate and compare the relative quality of various securities in a given industry.O*NET Task ID 21618 | 0.5 |
Evaluate the risks and benefits involved in implementing green building technologies.O*NET Task ID 21619 | 0.5 |
Evaluate the risks related to green investments, such as renewable energy company stocks.O*NET Task ID 21620 | 0.5 |
Gather risk-related data from internal or external resources.O*NET Task ID 21621 | 0.5 |
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.O*NET Task ID 21622 | 0.5 |
Inform financial decisions by analyzing financial information to forecast business, industry, or economic conditions.O*NET Task ID 21623 | 0.5 |
Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.O*NET Task ID 21624 | 0.5 |
Maintain input or data quality of risk management systems.O*NET Task ID 21625 | 0.5 |
Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations.O*NET Task ID 21626 | 0.5 |
Monitor developments in the fields of industrial technology, business, finance, and economic theory.O*NET Task ID 21627 | 0.5 |
Prepare plans of action for investment, using financial analyses.O*NET Task ID 21628 | 0.5 |
Produce reports or presentations that outline findings, explain risk positions, or recommend changes.O*NET Task ID 21629 | 0.5 |
Provide statistical modeling advice to other departments.O*NET Task ID 21630 | 0.5 |
Recommend investments and investment timing to companies, investment firm staff, or the public.O*NET Task ID 21631 | 0.5 |
Recommend ways to control or reduce risk.O*NET Task ID 21632 | 0.5 |
Track, measure, or report on aspects of market risk for traded issues.O*NET Task ID 21634 | 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
O*NET 31.0 のタスク全件（30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 |
|---|---|
| Analyze areas of potential risk to the assets, earning capacity, or success of organizations. | — |
| Analyze new legislation to determine impact on risk exposure. | — |
| Conduct statistical analyses to quantify risk, using statistical analysis software or econometric models. | — |
| Confer with traders to identify and communicate risks associated with specific trading strategies or positions. | — |
| Consult financial literature to ensure use of the latest models or statistical techniques. | — |
| Contribute to development of risk management systems. | — |
| Determine potential environmental impacts of new products or processes on long-term growth and profitability. | — |
| Develop contingency plans to deal with emergencies. | — |
| Develop or implement risk-assessment models or methodologies. | — |
| Devise scenario analyses reflecting possible severe market events. | — |
| Devise systems or processes to monitor validity of risk assessments. | — |
| Document, and ensure communication of, key risks. | — |
| Draw charts and graphs, using computer spreadsheets, to illustrate technical reports. | — |
| Evaluate and compare the relative quality of various securities in a given industry. | — |
| Evaluate the risks and benefits involved in implementing green building technologies. | — |
| Evaluate the risks related to green investments, such as renewable energy company stocks. | — |
| Gather risk-related data from internal or external resources. | — |
| 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. | — |
| Inform financial decisions by analyzing financial information to forecast business, industry, or economic conditions. | — |
| Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs. | — |
| Maintain input or data quality of risk management systems. | — |
| Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations. | — |
| Monitor developments in the fields of industrial technology, business, finance, and economic theory. | — |
| Prepare plans of action for investment, using financial analyses. | — |
| Produce reports or presentations that outline findings, explain risk positions, or recommend changes. | — |
| Provide statistical modeling advice to other departments. | — |
| Recommend investments and investment timing to companies, investment firm staff, or the public. | — |
| Recommend ways to control or reduce risk. | — |
| Review or draft risk disclosures for offer documents. | — |
| Track, measure, or report on aspects of market risk for traded issues. | — |
0.00/ 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
この職業の O*NET 29.3 タスクのうち、身体的なタスクに分類されたものはありません。
職業情報
雇用見通し（BLS）
- 雇用者数、2025
- 66K
- 雇用者数見通し、2035
- 71K
- 変化率 (2025–35)
- +7.4%
- 年間賃金の中央値、2025
- $117,330
- 入職時に通常必要な学歴
- Bachelor'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 |
|---|---|---|---|
| 28299 | 그 외 금융 및 보험 관련 전문가 | 関連（対応ではない） | 確定 |
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 2412Financial and Investment Advisers
財務・投資顧問
- ISCO-08 2413Financial Analysts
金融アナリスト
- ISCO-08 3339Business Services Agents Not Elsewhere Classified
他に分類されない対事業所サービス提供者
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）
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。
- actuarial consultantESCO 2120.1重なるが同じではない
Actuarial consultants analyse, manage and provide guidance on financial impact of risks. They can work in fields related to insurance, pension, investment, banking, healthcare etc. Actuarial consultants apply technical and statistical models and theories to give strategic, commercial, and financial advice.
- credit risk analystESCO 3312.4重なるが同じではない
Credit risk analysts manage individual credit risk and care for fraud prevention, business deal analysis, legal documents analysis and recommendations on the level of the risk.
- financial analystESCO 2413.1重なるが同じではない
Financial analysts conduct economic research and elicit valuable analyses on financial matters such as profitability, liquidity, solvency, and asset management. They provide recommendations on financial matters for decision-making processes. Financial analysts work in both the public and the private sector.
- insurance risk consultantESCO 3321.2重なるが同じではない
Insurance risk consultants prepare reports for insurance underwriters. For this purpose, they undertake surveys in order to determine the potential financial risk for personal products, properties or sites.
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 |
|---|---|---|
| M1228 | Gestionnaire de risques financiers | この職業のほうが広い暫定 |
| C1202 | Analyste de crédits et risques bancaires | 関連（対応ではない）暫定 |
| C1215 | Contrôleur / Contrôleuse de banque | 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 |
|---|---|---|
| 2613 | Analistas financieros | この職業のほうが狭い暫定 |
| 2415 | Matemáticos y actuarios | 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 |
|---|---|---|
| 72144 | Finanzanalysten/-analystinnen - hoch komplexe Tätigkeiten | この職業のほうが狭い暫定 |
| 41114 | Berufe in der Statistik - hoch komplexe Tätigkeiten | 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 |
|---|---|---|
| 184 | 金融・保険専門職業従事者 | この職業のほうが狭い暫定 |
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