Betrugspruefer

Schutzdienste

KI-Exposition

Datenquelle: BLSVeröffentlicht: 2026-08
Sehr hoch· relativ
NiedrigVier relative BänderSehr hoch
Wert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Vier relative Bänder (Niedrig / Mittel / Hoch / Sehr hoch)
831 detaillierte Berufe in der BLS-Beschäftigungsprojektionstabelle. Der Wert wird je Code der National Employment Matrix (NEM) vergeben, daher erhalten Berufe mit demselben NEM-Code dasselbe Band
Quelldatensatz (XLSX-Download)
Datenquelle: AnthropicVeröffentlicht: 2026-03
0.220
0.000Spannweite der hier geführten Werte0.745
Skala, Bezugsmenge und Quelle
Index der beobachteten Exposition, 0–1 wie veröffentlicht
Auf O*NET-Aufgaben abgebildet
Quelldatensatz
Datenquelle: ILOVeröffentlicht: 2025
0.44
0.09Spannweite der hier geführten Werte0.70
Wert auf Berufsgruppenebene
Skala, Bezugsmenge und Quelle
Index der Exposition gegenüber generativer KI, 0–1 wie veröffentlicht
ISCO-08-Berufsgattung — alle Berufe mit demselben Code erhalten diesen Wert
Von dieser Website berechnet, nicht von der IAO veröffentlicht: Von den 1.012 Berufen, die diese Website mit dem IAO-Datensatz verknüpft, erreichen oder übertreffen 28% diesen Wert.
Quelldatensatz

Welche Art von Wert diese Quelle veröffentlicht

Die Kategorie von BLS ist ein relativer Rang und kein absolutes Niveau, und sie ist keine eigene Messung: Sie fasst die Perzentilränge des Berufs aus mehreren veröffentlichten Studien in vier Bänder zusammen. Sie ist weder eine Beschäftigungs- oder Lohnprognose noch eine Einführungswahrscheinlichkeit und unterscheidet nicht zwischen Automatisierung und Augmentierung.

Task-level exposure

Nur exponierte Aufgaben

Task	Claude.aiRaw / share %
Interpret results of financial analysis procedures. 13-2099	0.119014.8
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	0.103812.9
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	0.07669.5
Analyze financial or operational performance of companies facing financial difficulties to identify or recommend remedies. 13-2099	0.06197.7
Develop or implement risk-assessment models or methodologies. 13-2099	0.04605.7
Structure or negotiate deals, such as corporate mergers, sales, or acquisitions. 13-2099	0.04425.5
Employ financial models to develop solutions to financial problems or to assess the financial or capital impact of transactions. 13-2099	0.03053.8
Produce written summary reports of financial research results. 13-2099	0.02793.5
Identify, track, or maintain metrics for trading system operations. 13-2099	0.02713.4
Define or recommend model specifications or data collection methods. 13-2099	0.02593.2
Produce reports or presentations that outline findings, explain risk positions, or recommend changes. 13-2099	0.02403.0
Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques. 13-2099	0.02072.6
Conduct statistical analyses to quantify risk using statistical analysis software or econometric models. 13-2099	0.01972.4
Coordinate due diligence processes and the negotiation or execution of purchase or sale agreements. 13-2099	0.01682.1
Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures. 13-2099	0.01261.6
Create client presentations of plan details. 13-2099	0.01241.5
Provide application or analytical support to researchers or traders on issues such as valuations or data. 13-2099	0.01201.5
Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts. 13-2099	0.01001.2
Maintain or modify all financial analytic models in use. 13-2099	0.00941.2
Maintain input or data quality of risk management systems. 13-2099	0.00911.1
Develop and maintain client relationships. 13-2099	0.00891.1
Gather financial documents related to investigations. 13-2099	0.00871.1
Track, measure, or report on aspects of market risk for traded issues. 13-2099	0.00760.9
Research new financial products or analytics to determine their usefulness. 13-2099	0.00700.9
Review reports of suspected fraud to determine need for further investigation. 13-2099	0.00700.9
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	0.00660.8
Identify and analyze areas of potential risk to the assets, earning capacity, or success of organizations. 13-2099	0.00630.8
Meet with clients to answer queries on subjects such as risk exposure, market scenarios, or values-at-risk calculations. 13-2099	0.00570.7
Perform securities valuation or pricing. 13-2099	0.00510.6
Arrange financing of deals from sources such as financial institutions, agencies, or public or private companies. 13-2099	0.00500.6
Prepare requirements documentation for use by software developers. 13-2099	0.00480.6
Prepare all materials for transactions or execution of deals. 13-2099	0.00440.5
Analyze new legislation to determine impact on risk exposure. 13-2099	0.00380.5
Provide statistical modeling advice to other departments. 13-2099	0.00300.4
Prepare written reports of investigation findings. 13-2099	0.00290.4
Evaluate business operations to identify risk areas for fraud. 13-2099	0.00290.4
Document all investigative activities. 13-2099	0.00260.3
Design, implement, or maintain fraud detection tools or procedures. 13-2099	0.00210.3
Confer with traders to identify and communicate risks associated with specific trading strategies or positions. 13-2099	0.00200.2
29 weitere Aufgaben anzeigen ▾Weniger anzeigen ▴
Not observed on any surface — 48 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.
Collaborate in the development or testing of new analytical software to ensure compliance with user requirements, specifications, or scope.	—0
Develop core analytical capabilities or model libraries, using advanced statistical, quantitative, or econometric techniques.	—0
Consult traders or other financial industry personnel to determine the need for new or improved analytical applications.	—0
Confer with other financial engineers or analysts on trading strategies, market dynamics, or trading system performance to inform development of quantitative techniques.	—0
Collaborate with product development teams to research, model, validate, or implement quantitative structured solutions for new or expanded markets.	—0
Devise or apply independent models or tools to help verify results of analytical systems.	—0
Analyze pricing or risks of carbon trading products.	—0
Assess the potential impact of climate change on business financial issues, such as damage repairs, insurance costs, or potential disruptions of daily activities.	—0
Develop methods of assessing or measuring corporate performance in terms of environmental, social, and governance (ESG) issues.	—0
Develop solutions to help clients hedge carbon exposure or risk.	—0
Develop tools to assess green technologies or green financial products, such as green hedge funds or social responsibility investment funds.	—0
Develop contingency plans to deal with emergencies.	—0
Devise scenario analyses reflecting possible severe market events.	—0
Recommend ways to control or reduce risk.	—0
Plan, and contribute to development of, risk management systems.	—0
Gather risk-related data from internal or external resources.	—0
Document, and ensure communication of, key risks.	—0
Devise systems and processes to monitor validity of risk modeling outputs.	—0
Review or draft risk disclosures for offer documents.	—0
Consult financial literature to ensure use of the latest models or statistical techniques.	—0
Determine potential environmental impacts of new products or processes on long-term growth and profitability.	—0
Determine potential liability related to the use of more sustainable methods of product packaging, such as biodegradable food containers.	—0
Evaluate the risks and benefits involved in implementing green building technologies.	—0
Evaluate the risks related to green investments, such as renewable energy company stocks.	—0
Structure marketing campaigns to find buyers for new securities.	—0
Supervise, train, or mentor junior team members.	—0
Assess companies as investments for clients by examining company facilities.	—0
Evaluate capital needs of clients and assess market conditions to inform structuring of financial packages.	—0
Collaborate on projects with other professionals, such as lawyers, accountants, or public relations experts.	—0
Confer with clients to restructure debt, refinance debt, or raise new debt.	—0
Advise clients on aspects of capitalization, such as amounts, sources, or timing.	—0
Direct communications between corporate issuers of new securities and the general public.	—0
Arrange deals involving green investments in areas such as alternative energy product development, green technologies, or sustainable agriculture.	—0
Specialize in green financial instruments, such as socially responsible mutual funds or exchange-traded funds (ETF) that are comprised of green companies.	—0
Train others in fraud detection and prevention techniques.	—0
Research or evaluate new technologies for use in fraud detection systems.	—0
Prepare evidence for presentation in court.	—0
Negotiate with responsible parties to arrange for recovery of losses due to fraud.	—0
Conduct field surveillance to gather case-related information.	—0
Testify in court regarding investigation findings.	—0
Advise businesses or agencies on ways to improve fraud detection.	—0
Recommend actions in fraud cases.	—0
Lead, or participate in, fraud investigation teams.	—0
Interview witnesses or suspects and take statements.	—0
Create and maintain logs, records, or databases of information about fraudulent activity.	—0
Coordinate investigative efforts with law enforcement officers and attorneys.	—0
Obtain and serve subpoenas.	—0
Arrest individuals to be charged with fraud.	—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	βE1 + 0.5 × E2
Prepare written reports of investigation findings. O*NET Task ID 16046	1.0
Document all investigative activities. O*NET Task ID 16053	1.0
Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques. O*NET Task ID 16035	0.5
Train others in fraud detection and prevention techniques. O*NET Task ID 16036	0.5
Research or evaluate new technologies for use in fraud detection systems. O*NET Task ID 16037	0.5
Prepare evidence for presentation in court. O*NET Task ID 16038	0.5
Negotiate with responsible parties to arrange for recovery of losses due to fraud. O*NET Task ID 16040	0.5
Advise businesses or agencies on ways to improve fraud detection. O*NET Task ID 16044	0.5
Review reports of suspected fraud to determine need for further investigation. O*NET Task ID 16045	0.5
Recommend actions in fraud cases. O*NET Task ID 16047	0.5
Lead, or participate in, fraud investigation teams. O*NET Task ID 16048	0.5
Interview witnesses or suspects and take statements. O*NET Task ID 16049	0.5
Design, implement, or maintain fraud detection tools or procedures. O*NET Task ID 16050	0.5
Gather financial documents related to investigations. O*NET Task ID 16051	0.5
Evaluate business operations to identify risk areas for fraud. O*NET Task ID 16052	0.5
Create and maintain logs, records, or databases of information about fraudulent activity. O*NET Task ID 16054	0.5
Coordinate investigative efforts with law enforcement officers and attorneys. O*NET Task ID 16055	0.5
Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts. O*NET Task ID 16056	0.5
Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures. O*NET Task ID 16057	0.5
9 weitere Aufgaben anzeigen ▾Weniger anzeigen ▴
Obtain and serve subpoenas. O*NET Task ID 16039	0.0
Conduct field surveillance to gather case-related information. O*NET Task ID 16041	0.0
Arrest individuals to be charged with fraud. O*NET Task ID 16042	0.0
Testify in court regarding investigation findings. O*NET Task ID 16043	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

Berufsinformationen

ILO

ESCO-Berufsvokabular

Verlagssachbearbeiter/VerlagssachbearbeiterinESCO 3339.6
Verlagssachbearbeiter sind für die Urheberrechte an Büchern verantwortlich. Sie organisieren den Verkauf dieser Rechte, damit Bücher übersetzt, verfilmt oder anderweitig verwertet werden können.
Relocation-SpecialistESCO 3339.7
Relocation-Specialists helfen Unternehmen und Organisationen, deren Beschäftigte umziehen müssen. Sie planen den gesamten Umzug. Relocation-Specialists bieten Beratung zu Immobilien. Sie planen Umzugsdienstleistungen und kümmern sich insgesamt um das Wohlbefinden der betroffenen Beschäftigten und ihrer Familien.
Konzertagent/KonzertagentinESCO 3339.5
Konzertagenten arbeiten mit Künstlern (oder ihren Agenten) und Veranstaltern zusammen, um Auftritte zu organisieren. Sie setzen sich mit Bands und Agenten in Verbindung, um sich auf einen Auftrittstermin zu einigen und die Honorare auszuhandeln. Sie buchen einen Veranstaltungsort und werben für bevorstehende Auftritte. Sie sorgen dafür, dass alle Nötige vorhanden ist, und legen Zeiten für die Soundchecks und den Ablauf der Veranstaltung fest. Konzertagenten arbeiten freiberuflich, können aber auch an einen einzigen Veranstaltungsort oder ein einziges Festival gebunden sein.
Tourismushändler/TourismushändlerinESCO 3339.9
Tourismushändler handeln Verträge zwischen Reiseveranstaltern und Anbietern von Tourismusdienstleistungen aus.
Patentsachbearbeiter/PatentsachbearbeiterinESCO 3339.4
Patentsachbearbeiter beraten über die Nutzung von Rechten des geistigen Eigentums wie Patente, Urheberrechte und Handelsmarken. Sie helfen den Kunden, Rechte des geistigen Eigentums monetär zu bewerten und sie durch angemessene rechtliche Verfahren zu schützen. Außerdem vermitteln sie Rechte an Patenten.
Künstleragent/KünstleragentinESCO 3339.8
Künstleragenten vertreten Künstler, Autoren, Schauspieler und Sportler. Sie werben für ihre Kunden, um ihnen Beschäftigungsmöglichkeiten zu erschließen. Künstleragenten richten öffentliche Auftritte, Castings und Vorstellungen aus. Sie kümmern sich um Vertragsverhandlungen.
Auktionator/AuktionatorinESCO 3339.2
Auktionatoren führen Auktionen durch, bei denen sie Gebote entgegennehmen und den Zuschlag an den Meistbietenden erteilen.
Anzeigenverkäufer/AnzeigenverkäuferinESCO 3339.1
Anzeigenverkäufer verkaufen Werbeflächen und Sendezeit für Werbung an Unternehmen und Einzelpersonen. Sie schlagen potenziellen Kunden Verkaufsargumente vor und kümmern sich um die Betreuung der Kunden nach dem Verkauf.

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

Lizenz: CC BY 4.0 (EU Reuse Notice)

Original ansehen

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.

KI-Exposition

Task-level exposure

Berufsinformationen

ILO-Berufsbeschreibung

ESCO-Berufsvokabular