वेंचर कैपिटल विश्लेषक

व्यापार और वित्त

AI एक्सपोजर

डेटा स्रोत: BLSप्रकाशन: 2026-08
बहुत उच्च· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्च
व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
चार सापेक्ष बैंड (कम / मध्यम / उच्च / बहुत उच्च)
BLS रोज़गार पूर्वानुमान तालिका के 831 विस्तृत व्यवसायों के आधार पर। मान NEM (नेशनल एम्प्लॉयमेंट मैट्रिक्स) कोड के स्तर पर दिया जाता है, इसलिए एक ही NEM कोड वाले व्यवसायों को वही बैंड मिलता है
स्रोत डेटासेट (XLSX फ़ाइल डाउनलोड)
डेटा स्रोत: Anthropicप्रकाशन: 2026-03
0.220
0.000यहाँ दिए गए मानों की सीमा0.745
मापक्रम, आधार और स्रोत
प्रेक्षित एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
O*NET कार्यों पर मैप किया गया
स्रोत डेटासेट
डेटा स्रोत: ILOप्रकाशन: 2025
0.44
0.09यहाँ दिए गए मानों की सीमा0.70
व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
जेनरेटिव AI एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
ISCO-08 यूनिट समूह — समान कोड वाले सभी व्यवसायों को यही मान मिलता है
यह इस साइट की गणना है, ILO द्वारा प्रकाशित आँकड़ा नहीं: इस साइट द्वारा ILO डेटासेट से जोड़े गए 1,012 व्यवसायों में से 28% इस मान के बराबर या उससे अधिक हैं।
स्रोत डेटासेट

यह स्रोत किस प्रकार का आँकड़ा प्रकाशित करता है

BLS की श्रेणी सापेक्ष रैंक है, निरपेक्ष स्तर नहीं, और यह प्रथम-हस्त माप भी नहीं है: यह कई प्रकाशित अध्ययनों में व्यवसाय की पर्सेंटाइल रैंकों को चार बैंडों में बांटती है। यह रोज़गार या वेतन का पूर्वानुमान नहीं है, न अपनाए जाने की संभावना, और यह स्वचालन और संवर्धन में अंतर नहीं करती।

Task-level exposure

53 छिपे कार्य दिखाएँ

Task	Claude.aiRaw / share %
Interpret results of financial analysis procedures. 13-2099	0.101018.4
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies. 13-2099	0.064911.8
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	0.05349.7
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	0.04999.1
Produce written summary reports of financial research results. 13-2099	0.03857.0
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions. 13-2099	0.02955.4
Develop or implement risk-assessment models or methodologies. 13-2099	0.02795.1
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions. 13-2099	0.02364.3
Provide application or analytical support to researchers or traders on issues such as valuations or data. 13-2099	0.01693.1
Identify, track, or maintain metrics for trading system operations. 13-2099	0.01292.4
Create client presentations of plan details. 13-2099	0.01232.2
Conduct statistical analyses to quantify risk using statistical analysis software or econometric models. 13-2099	0.01142.1
Research new financial products or analytics to determine their usefulness. 13-2099	0.01082.0
Produce reports or presentations that outline findings, explain risk positions, or recommend changes. 13-2099	0.01082.0
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements. 13-2099	0.00871.6
Prepare all materials for transactions or execution of deals. 13-2099	0.00811.5
Define or recommend model specifications or data collection methods. 13-2099	0.00771.4
Maintain input or data quality of risk management systems. 13-2099	0.00721.3
Identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations. 13-2099	0.00631.1
Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques. 13-2099	0.00521.0
Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations. 13-2099	0.00410.7
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	0.00410.7
Prepare written reports of investigation findings. 13-2099	0.00400.7
Track, measure, or report on aspects of market risk for traded issues. 13-2099	0.00390.7
Maintain or modify all financial analytic models in use. 13-2099	0.00350.6
Perform securities valuation or pricing. 13-2099	0.00330.6
Provide statistical modeling advice to other departments. 13-2099	0.00310.6
Gather financial documents related to investigations. 13-2099	0.00300.5
Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures. 13-2099	0.00280.5
Review reports of suspected fraud to determine need for further investigation. 13-2099	0.00250.4
Prepare requirements documentation for use by software developers. 13-2099	0.00230.4
Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts. 13-2099	0.00230.4
Arrange financing of deals from sources such as financial institutions, agencies, or public or private companies. 13-2099	0.00220.4
Recommend actions in fraud cases. 13-2099	0.00160.3
24 और कार्य दिखाएँ ▾कम दिखाएँ ▴

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
Prepare requirements documentation for use by software developers. O*NET Task ID 15982	1.0
Collaborate in the development or testing of new analytical software to ensure compliance with user requirements, specifications, or scope. O*NET Task ID 15985	1.0
Maintain or modify all financial analytic models in use. O*NET Task ID 15987	1.0
Produce written summary reports of financial research results. O*NET Task ID 15988	1.0
Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques. O*NET Task ID 15990	1.0
Devise or apply independent models or tools to help verify results of analytical systems. O*NET Task ID 15996	1.0
Apply mathematical or statistical techniques to address practical issues in finance, such as derivative valuation, securities trading, risk management, or financial market regulation. O*NET Task ID 15997	1.0
Provide application or analytical support to researchers or traders on issues such as valuations or data. O*NET Task ID 15983	0.5
Identify, track, or maintain metrics for trading system operations. O*NET Task ID 15984	0.5
Research new financial products or analytics to determine their usefulness. O*NET Task ID 15986	0.5
Interpret results of financial analysis procedures. O*NET Task ID 15989	0.5
Define or recommend model specifications or data collection methods. O*NET Task ID 15991	0.5
Consult traders or other financial industry personnel to determine the need for new or improved analytical applications. O*NET Task ID 15992	0.5
Confer with other financial engineers or analysts on trading strategies, market dynamics, or trading system performance to inform development of quantitative techniques. O*NET Task ID 15993	0.5
Collaborate with product development teams to research, model, validate, or implement quantitative structured solutions for new or expanded markets. O*NET Task ID 15994	0.5
Research or develop analytical tools to address issues such as portfolio construction or optimization, performance measurement, attribution, profit and loss measurement, or pricing models. O*NET Task ID 15995	0.5
Analyze pricing or risks of carbon trading products. O*NET Task ID 19572	0.5
Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities. O*NET Task ID 19573	0.5
Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues. O*NET Task ID 19574	0.5
Develop solutions to help clients hedge carbon exposure or risk. O*NET Task ID 19575	0.5
Develop tools to assess green technologies or green financial products, such as green hedge funds or social responsibility investment funds. O*NET Task ID 19576	0.5
11 और कार्य दिखाएँ ▾कम दिखाएँ ▴

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

व्यावसायिक जानकारी

ILO

ESCO व्यावसायिक शब्दावली

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.

स्रोत: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

लाइसेंस: CC BY 4.0 (EU Reuse Notice)

मूल देखें

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 एक्सपोजर

Task-level exposure

व्यावसायिक जानकारी

आईएलओ व्यावसायिक विवरण

ESCO व्यावसायिक शब्दावली