Financial and Investment Analysts
Business and Financial Operations Occupations- O*NET-SOC 代码
- 13-2051.00
Conduct quantitative analyses of information involving investment programs or financial data of public or private institutions, including valuation of businesses.
- 数据来源: BLS发布时间: 2026-08
很高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别(低 / 中等 / 高 / 很高)
以BLS就业预测表中831个细分职业为基数。取值按 NEM(全国就业矩阵)代码给定,因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.572
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.57–0.62· ISCO-08 职业组 2 个
尺度 · 母数 · 来源
生成式AI暴露度指数,按发布原值0–1
按 ISCO-08 细类(4 位)发布的数值。按原样应用美国劳工统计局(BLS)的官方对照表(ISCO-08→2010 SOC、2010 SOC→2018 SOC)关联到本职业,对应关系为全部或部分对应
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平,也不是一手测量:它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测,不是采用概率,也不区分自动化与增强。
各关联 ISCO-08 职业组的 ILO 数值
- ISCO-08 2412Financial and Investment Advisers0.57
- ISCO-08 2413Financial Analysts0.62
Task-level exposure
仅显示有暴露的工作已评分任务 26 项 · β ≥ 0.5 的任务 24 项(92.3%)
β = 直接暴露(E1)+ 0.5 × 借助工具时的暴露(E2),依据原始代码库的定义。
- 原始单位:O*NET 27.2 任务 → O*NET 31.0 职业代码
- 所有已评分任务均在 O*NET 31.0 任务列表中。
- 来源
- OpenAI "GPTs are GPTs" exposure rubric
- 版本
- gh-main-0471612
- 许可
- MIT License, Copyright (c) 2024 OpenAI
以下为 O*NET-SOC 2010 职业 13-2051.00 Financial Analysts; 13-2099.03 Investment Underwriters 的工作任务,由本站依据 O*NET-SOC 2010→2019 官方对照表关联到此职业
| 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 | 0.063826.1 | 0.071932.3 |
Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.13-2051.00 | 0.024510.0 | 0.01767.9 |
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions.13-2099.03 | 0.02379.7 | 0.01496.7 |
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements.13-2099.03 | 0.02329.5 | 0.029513.3 |
Recommend investments and investment timing to companies, investment firm staff, or the public.13-2051.00 | 0.01696.9 | 0.01054.7 |
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.13-2051.00 | 0.01546.3 | 0.00421.9 |
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 | 0.01355.5 | 0.02039.1 |
Prepare all materials for transactions or execution of deals.13-2099.03 | 0.01214.9 | 0.01356.1 |
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.13-2099.03 | 0.01194.9 | 0.00341.5 |
Create client presentations of plan details.13-2099.03 | 0.00994.0 | 0.00170.8 |
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.13-2099.03 | 0.00863.5 | 0.00873.9 |
Present oral or written reports on general economic trends, individual corporations, and entire industries.13-2051.00 | 0.00642.6 | 0.00401.8 |
Evaluate and compare the relative quality of various securities in a given industry.13-2051.00 | 0.00552.2 | 0.00813.7 |
Arrange financing of deals from sources such as financial institutions, agencies, or public or private companies.13-2099.03 | 0.00441.8 | 0.00401.8 |
Perform securities valuation or pricing.13-2099.03 | 0.00291.2 | 0.00341.5 |
Prepare plans of action for investment, using financial analyses.13-2051.00 | 0.00220.9 | —0 |
Develop and maintain client relationships. | —0 | 0.00462.1 |
Assess companies as investments for clients by examining company facilities. | —0 | 0.00221.0 |
| Not observed on any surface — 19 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 |
Structure marketing campaigns to find buyers for new securities. | —0 | —0 |
Supervise, train, or mentor junior team members. | —0 | —0 |
Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages. | —0 | —0 |
Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts. | —0 | —0 |
Confer with clients to restructure debt, refinance debt, or raise new debt. | —0 | —0 |
Advise clients on aspects of capitalization, such as amounts, sources, or timing. | —0 | —0 |
Direct communications between corporate issuers of new securities and the general public. | —0 | —0 |
Arrange deals involving green investments in areas such as alternative energy product development, green technologies, or sustainable agriculture. | —0 | —0 |
Specialize in green financial instruments, such as socially responsible mutual funds or exchange-traded funds (ETF) that are comprised of green companies. | —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 |
|---|---|
Advise clients on aspects of capitalization, such as amounts, sources, or timing.O*NET Task ID 21579 | 0.5 |
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies.O*NET Task ID 21580 | 0.5 |
Assess companies as investments for clients by examining company facilities.O*NET Task ID 21581 | 0.5 |
Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.O*NET Task ID 21582 | 0.5 |
Collaborate with investment bankers to attract new corporate clients.O*NET Task ID 21583 | 0.5 |
Conduct financial analyses related to investments in green construction or green retrofitting projects.O*NET Task ID 21584 | 0.5 |
Confer with clients to restructure debt, refinance debt, or raise new debt.O*NET Task ID 21585 | 0.5 |
Create client presentations of plan details.O*NET Task ID 21586 | 0.5 |
Determine the prices at which securities should be syndicated and offered to the public.O*NET Task ID 21587 | 0.5 |
Draw charts and graphs, using computer spreadsheets, to illustrate technical reports.O*NET Task ID 21589 | 0.5 |
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions.O*NET Task ID 21590 | 0.5 |
Evaluate and compare the relative quality of various securities in a given industry.O*NET Task ID 21591 | 0.5 |
Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages.O*NET Task ID 21592 | 0.5 |
Inform investment decisions by analyzing financial information to forecast business, industry, or economic conditions.O*NET Task ID 21593 | 0.5 |
Interpret data on price, yield, stability, future investment-risk trends, economic influences, and other factors affecting investment programs.O*NET Task ID 21594 | 0.5 |
Monitor developments in the fields of industrial technology, business, finance, and economic theory.O*NET Task ID 21595 | 0.5 |
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.O*NET Task ID 21596 | 0.5 |
Perform securities valuation or pricing.O*NET Task ID 21597 | 0.5 |
Prepare all materials for transactions or execution of deals.O*NET Task ID 21598 | 0.5 |
Prepare plans of action for investment, using financial analyses.O*NET Task ID 21599 | 0.5 |
Present oral or written reports on general economic trends, individual corporations, and entire industries.O*NET Task ID 21600 | 0.5 |
Purchase investments for companies in accordance with company policy.O*NET Task ID 21601 | 0.5 |
Recommend investments and investment timing to companies, investment firm staff, or the public.O*NET Task ID 21602 | 0.5 |
Specialize in green financial instruments, such as socially responsible mutual funds or exchange-traded funds (ETF) that are comprised of green companies.O*NET Task ID 21603 | 0.5 |
Develop and maintain client relationships.O*NET Task ID 21588 | 0.0 |
Supervise, train, or mentor junior team members.O*NET Task ID 21604 | 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 全部任务(26 项)
本职业在 O*NET 31.0 中的全部任务(英文原文;任务类型为核心或补充)。暴露值不列在此清单中,而在上方表格里,位于各来源所用 O*NET 版本的任务表述旁。
| 任务(O*NET 31.0) | 类型 |
|---|---|
| Advise clients on aspects of capitalization, such as amounts, sources, or timing. | — |
| Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies. | — |
| Assess companies as investments for clients by examining company facilities. | — |
| Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts. | — |
| Collaborate with investment bankers to attract new corporate clients. | — |
| Conduct financial analyses related to investments in green construction or green retrofitting projects. | — |
| Confer with clients to restructure debt, refinance debt, or raise new debt. | — |
| Create client presentations of plan details. | — |
| Determine the prices at which securities should be syndicated and offered to the public. | — |
| Develop and maintain client relationships. | — |
| Draw charts and graphs, using computer spreadsheets, to illustrate technical reports. | — |
| Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions. | — |
| Evaluate and compare the relative quality of various securities in a given industry. | — |
| Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages. | — |
| Inform investment 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. | — |
| Monitor developments in the fields of industrial technology, business, finance, and economic theory. | — |
| 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. | — |
| Perform securities valuation or pricing. | — |
| Prepare all materials for transactions or execution of deals. | — |
| Prepare plans of action for investment, using financial analyses. | — |
| Present oral or written reports on general economic trends, individual corporations, and entire industries. | — |
| Purchase investments for companies in accordance with company policy. | — |
| Recommend investments and investment timing to companies, investment firm staff, or the public. | — |
| Specialize in green financial instruments, such as socially responsible mutual funds or exchange-traded funds (ETF) that are comprised of green companies. | — |
| Supervise, train, or mentor junior team members. | — |
0.00/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务,按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级(0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境),再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5(网络搜索)估算(截至 2026 年)。
机器人暴露指数与本站的 AI 暴露度是不同的指标,不能相加或相互比较。该指数不代表实际采用情况或成本竞争力,0 也包括没有体力任务的职业。
每项体力任务的等级
机器人环境等级(E0–E3)
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成,例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成,例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成,例如私人住宅或建筑工地
仅列出被归类为体力任务的任务;其他任务在来源中没有等级。
| 任务(O*NET 29.3) | 机器人环境等级 |
|---|---|
| Assess companies as investments for clients by examining company facilities. | E0 机器人不可 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 377K
- 预计就业人数,2035
- 404K
- 变化 (2025–35)
- +7.2%
- 年薪中位数,2025
- $102,740
- 入职通常所需学历
- Bachelor's degree
韩国职业分类关联(KSCO)
来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。
| KSCO 代码 | KSCO 名称 | 关系 | 状态 |
|---|---|---|---|
| 28211 | 투자 및 증권 분석가 | 范围相同 | 已确认 |
| 28152 | 기업 인수 및 합병 전문가 | 有重叠,但不相同 | 已确认 |
| 28232 | 금융 상품 개발자 | 有重叠,但不相同 | 已确认 |
| 28293 | 투자신탁 전문가 | 有重叠,但不相同 | 已确认 |
| 28291 | 투자 인수 심사원 | 相关,但不对应 | 已确认 |
关系与状态的定义(kr-direct v1.1)
国际劳工组织(ILO)职业说明
以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局(BLS)发布的对照表(2018 SOC→2010 SOC、2010 SOC→ISCO-08)、不逐案取舍,与本职业相关联;每项关联可能是完全对应,也可能是部分对应。
- ISCO-08 2412Financial and Investment Advisers
金融和投资顾问
- ISCO-08 2413Financial Analysts
财务分析师
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
Sources: ILO ISCO-08 — details: Credits
ESCO 职业词汇
以下每一项都是在已公开的ESCO-O*NET Crosswalk(第 1 版,2022 年)中与本职业逐项对应的。对应类型出自该对照表;表述出自 AI Changing Work。
- business valuerESCO 2412.1本职业范围更宽
Business valuers provide valuation assessements of business entities, stock and other securities and intangible assets, in order to assist their clients in strategic decision-making procedures such as mergers and acquisitions, litigation cases, bankruptcy, taxation compliance and general restructuring of the companies.
- financial analystESCO 2413.1本职业范围更宽
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.
- investment analystESCO 2413.1.3本职业范围更宽
Investment analysts undertake research to make informed recommendations to fund managers. They research investments globally but depending on the nature and field of their employer they can specialise in fields like retail, infrastructure, energy, banking and financial services. They focus on financial and economical information such as the political and economic developments that can impact financial markets, the financial performance of the target companies and use the interpretation of data from different sources to understand how it affects investment decision making.
- securities analystESCO 2413.1.5本职业范围更宽
Securities analysts perform research activities to gather and analyse financial, legal and economic information. They interpret data on the price, stability and future investment trends in a certain economic area and make recommendations and forecasts to business clients.
- corporate investment bankerESCO 2412.5.1有重叠,但不相同
Corporate investment bankers offer strategic advice on financial services to companies and other institutions. They ensure that legal regulations are being followed by their clients in their efforts of raising any capital. They provide technical expertise and information on mergers and acquisitions, bonds and shares, privatisations and reorganisation, raising capital and security underwriting, including equity and debt markets.
- investment adviserESCO 2412.5有重叠,但不相同
Investment advisers are professionals who offer transparent advice by recommending suitable solutions on financial matters to their clients. They advise on investing pension or free funds in securities such as stocks, bonds, mutual funds and exchange-traded funds to customers. Investment advisers serve individuals, households, families and owners of small companies.
- investment managerESCO 2412.5.3有重叠,但不相同
Investment managers administer the portfolio of investments that a company has. They perform close follow up of the investments looking for the most profitable solutions represented in financial products or securities. They analyse behaviour in financial markets, interests rates, and the companies' position in order to advise on risks and profitability for the client.
来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
许可: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
法国职业分类关联(ROME)
本职业与 ROME 4.0 职业条目(fiche)之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列(Claude)两位判定者的判定采纳,或对其判定适用运营方规则后采纳,因此其依据弱于已确认的关联。
| ROME 代码 | ROME 名称(法语) | 关系 |
|---|---|---|
| M1201 | Analyste financier / Analyste financière | 范围相同暂定 |
| M1221 | Responsable financement de projet | 相关,但不对应 |
| C1303 | Responsable de portefeuille financier | 相关,但不对应暂定 |
| M1219 | Conseiller / Conseillère en fusion et acquisition | 相关,但不对应暂定 |
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)
西班牙职业分类关联(CNO-11)
本职业与 CNO-11 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| CNO-11 代码 | CNO-11 名称(西班牙语) | 关系 |
|---|---|---|
| 2613 | Analistas financieros | 范围相同 |
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)
德国职业分类关联(KldB)
本职业与 KldB 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| KldB 代码 | KldB 名称(德语) | 关系 |
|---|---|---|
| 72144 | Finanzanalysten/-analystinnen - hoch komplexe Tätigkeiten | 本职业范围更窄暂定 |
| 72124 | Anlageberater/innen und sonstige Finanzdienstleistungsberufe - hoch komplexe Tätigkeiten | 相关,但不对应暂定 |
| 72233 | Berufe im Controlling - komplexe Spezialistentätigkeiten | 相关,但不对应暂定 |
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)
日本职业分类关联(JSCO)
本职业与 JSCO 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| JSCO 代码 | JSCO 名称(日语) | 关系 |
|---|---|---|
| 184 | 金融・保険専門職業従事者 | 本职业范围更窄暂定 |
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)
与本职业相关的近期变化
摘要和关联标注由 AI Changing Work 撰写和判断;数字请以所链接的来源为准。
直接相关 Brookings 2024 highlights finance as high-exposure AND low-bargaining-power: union representation in the finance sector is around 1%. Financial analysts face productivity tool-driven task change with minimal institutional counterweight.
[来源: Brookings 2024 — Generative AI, the American worker]
本页数据的来源与许可,以及 AI Changing Work 的修改与翻译说明:致谢与来源