Compliance-Pruefer
RechtKI-Exposition
- Datenquelle: BLSVeröffentlicht: 2026-08
Sehr hoch· relativ
NiedrigVier relative BänderSehr hochWert 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
- Datenquelle: AnthropicVeröffentlicht: 2026-03
0.121
0.000Spannweite der hier geführten Werte0.745Skala, Bezugsmenge und Quelle
Index der beobachteten Exposition, 0–1 wie veröffentlicht
Auf O*NET-Aufgaben abgebildet
- Datenquelle: ILOVeröffentlicht: 2025
0.43
0.09Spannweite der hier geführten Werte0.70Wert 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 30% diesen Wert.
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 % | APIRaw / share % |
|---|---|---|
Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.13-1041 | 0.100050.0 | 0.01004.5 |
Prepare correspondence, reports of inspections or investigations, or recommendations for action.13-1041 | 0.030015.0 | 0.060027.3 |
Identify relevant guidance documents, international standards, or consensus standards.13-1041 | 0.01005.0 | 0.070031.8 |
Provide advice on transportation options, types of carriers, or shipping routes.13-1041 | 0.01005.0 | 0.00000.0 |
Advise customers on import and export restrictions, tariff systems, insurance requirements, quotas, or other customs-related matters.13-1041 | 0.01005.0 | 0.00000.0 |
Coordinate, prepare, or review regulatory submissions for domestic or international projects.13-1041 | 0.01005.0 | 0.00000.0 |
Advise project teams on subjects such as premarket regulatory requirements, export and labeling requirements, or clinical study compliance issues.13-1041 | 0.01005.0 | 0.00000.0 |
Recommend changes to company procedures in response to changes in regulations or standards.13-1041 | 0.01005.0 | 0.00000.0 |
Prepare reports of activities, evaluations, recommendations, or decisions.13-1041 | 0.01005.0 | 0.00000.0 |
Prepare, organize, and maintain inspection records.13-1041 | 0.00000.0 | 0.00000.0 |
Coordinate, monitor, or revise complaint procedures to ensure timely processing and review of complaints.13-1041 | 0.00000.0 | 0.00000.0 |
Interpret regulatory rules or rule changes and ensure that they are communicated through corporate policies and procedures.13-1041 | 0.00000.0 | 0.00000.0 |
Compile and maintain regulatory documentation databases or systems.13-1041 | 0.00000.0 | 0.00000.0 |
Participate in internal or external audits.13-1041 | 0.00000.0 | 0.00000.0 |
Prepare responses to customer requests for information, such as product data, written regulatory affairs statements, surveys, or questionnaires.13-1041 | 0.00000.0 | 0.00000.0 |
Recommend adjudication of product complaints.13-1041 | 0.00000.0 | 0.00000.0 |
Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.13-1041 | 0.00000.0 | 0.00000.0 |
Keep informed regarding pending industry changes, trends, or best practices.13-1041 | 0.00000.0 | 0.00000.0 |
Provide assistance to internal or external auditors in compliance reviews.13-1041 | 0.00000.0 | 0.00000.0 |
Complete reports and forms required to finalize cases.13-1041 | 0.00000.0 | —0 |
Interpret civil rights laws and equal opportunity regulations for individuals or employers.13-1041 | 0.00000.0 | —0 |
Provide information, technical assistance, or training to supervisors, managers, or employees on topics such as employee supervision, hiring, grievance procedures, or staff development.13-1041 | 0.00000.0 | —0 |
Suggest best methods of packaging or labeling products.13-1041 | 0.00000.0 | —0 |
Prepare or maintain technical files as necessary to obtain and sustain product approval.13-1041 | 0.00000.0 | —0 |
Write or update standard operating procedures, work instructions, or policies.13-1041 | 0.00000.0 | —0 |
Examine records, reports, or other documents to establish facts or detect discrepancies. | —0 | 0.040018.2 |
Identify compliance issues that require follow-up or investigation. | —0 | 0.00000.0 |
Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated. | —0 | 0.00000.0 |
| Not observed on any surface — 114 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. | ||
Warn violators of infractions or penalties. | —0 | —0 |
Evaluate applications, records, or documents to gather information about eligibility or liability issues. | —0 | —0 |
Report law or regulation violations to appropriate boards or agencies. | —0 | —0 |
Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions. | —0 | —0 |
Issue licenses to individuals meeting standards. | —0 | —0 |
Collect fees for licenses. | —0 | —0 |
Administer oral, written, road, or flight tests to license applicants. | —0 | —0 |
Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld. | —0 | —0 |
Score tests and observe equipment operation and control to rate ability of applicants. | —0 | —0 |
Determine the nature of code violations and actions to be taken, and issue written notices of violation, participating in enforcement hearings, as necessary. | —0 | —0 |
Examine permits, licenses, applications, and records to ensure compliance with licensing requirements. | —0 | —0 |
Interview individuals to determine the nature of suspected violations and to obtain evidence of violations. | —0 | —0 |
Prepare written, oral, tabular, and graphic reports summarizing requirements and regulations, including enforcement and chain of custody documentation. | —0 | —0 |
Monitor follow-up actions in cases where violations were found, and review compliance monitoring reports. | —0 | —0 |
Investigate complaints and suspected violations regarding illegal dumping, pollution, pesticides, product quality, or labeling laws. | —0 | —0 |
Inform individuals and groups of pollution control regulations and inspection findings, and explain how problems can be corrected. | —0 | —0 |
Determine sampling locations and methods, and collect water or wastewater samples for analysis, preserving samples with appropriate containers and preservation methods. | —0 | —0 |
Verify that hazardous chemicals are handled, stored, and disposed of in accordance with regulations. | —0 | —0 |
Research and keep informed of pertinent information and developments in areas such as EPA laws and regulations. | —0 | —0 |
Determine which sites and violation reports to investigate, and coordinate compliance and enforcement activities with other government agencies. | —0 | —0 |
Observe and record field conditions, gathering, interpreting, and reporting data such as flow meter readings and chemical levels. | —0 | —0 |
Learn and observe proper safety precautions, rules, regulations, and practices so that unsafe conditions can be recognized and proper safety protocols implemented. | —0 | —0 |
Participate in the development of spill prevention programs and hazardous waste rules and regulations, and recommend corrective actions for hazardous waste problems. | —0 | —0 |
Inspect waste pretreatment, treatment, and disposal facilities and systems for conformance to federal, state, or local regulations. | —0 | —0 |
Inform health professionals, property owners, and the public about harmful properties and related problems of water pollution and contaminated wastewater. | —0 | —0 |
Analyze and implement state, federal or local requirements as necessary to maintain approved pretreatment, pollution prevention, and storm water runoff programs. | —0 | —0 |
Perform laboratory tests on samples collected, such as analyzing the content of contaminated wastewater. | —0 | —0 |
Review and evaluate applications for registration of products containing dangerous materials, or for pollution control discharge permits. | —0 | —0 |
Research and perform calculations related to landscape allowances, discharge volumes, production-based and alternative limits, and wastewater strength classifications, making recommendations and completing documentation. | —0 | —0 |
Maintain and repair materials, work sites, and equipment. | —0 | —0 |
Conduct research on hazardous waste management projects to determine the magnitude of problems and treatment or disposal alternatives and costs. | —0 | —0 |
Respond to questions and inquiries, such as those concerning service charges and capacity fees, or refer them to supervisors. | —0 | —0 |
Prepare data to calculate sewer service charges and capacity fees. | —0 | —0 |
Investigate employment practices or alleged violations of laws to document and correct discriminatory factors. | —0 | —0 |
Study equal opportunity complaints to clarify issues. | —0 | —0 |
Conduct surveys and evaluate findings to determine if systematic discrimination exists. | —0 | —0 |
Prepare reports related to investigations of equal opportunity complaints. | —0 | —0 |
Interview persons involved in equal opportunity complaints to verify case information. | —0 | —0 |
Meet with persons involved in equal opportunity complaints to arbitrate and settle disputes. | —0 | —0 |
Develop guidelines for nondiscriminatory employment practices. | —0 | —0 |
Monitor the implementation and impact of guidelines for nondiscriminatory employment practices. | —0 | —0 |
Prepare reports of selection, survey, or other statistics and recommendations for corrective action. | —0 | —0 |
Review company contracts to determine actions required to meet governmental equal opportunity provisions. | —0 | —0 |
Counsel newly hired members of minority or disadvantaged groups, informing them about details of civil rights laws. | —0 | —0 |
Verify that all job descriptions are submitted for review and approval and that descriptions meet regulatory standards. | —0 | —0 |
Consult with community representatives to develop technical assistance agreements in accordance with governmental regulations. | —0 | —0 |
Meet with job search committees or coordinators to explain the role of the equal opportunity coordinator, to provide resources for advertising, or to explain expectations for future contacts. | —0 | —0 |
Participate in the recruitment of employees through job fairs, career days, or advertising plans. | —0 | —0 |
Inspect government property, such as construction sites or public housing, to ensure compliance with contract specifications or legal requirements. | —0 | —0 |
Monitor investigations of suspected offenders to ensure that they are conducted in accordance with constitutional requirements. | —0 | —0 |
Collect, identify, evaluate, or preserve case evidence. | —0 | —0 |
Coordinate with or assist law enforcement agencies in matters of mutual concern. | —0 | —0 |
Testify in court or at administrative proceedings concerning investigation findings. | —0 | —0 |
Inspect government-owned equipment or materials in the possession of private contractors to ensure compliance with contracts or regulations or to prevent misuse. | —0 | —0 |
Recommend legal or administrative action to protect government property. | —0 | —0 |
Submit samples of products to government laboratories for testing, as required. | —0 | —0 |
Investigate alleged license or permit violations. | —0 | —0 |
Investigate applications for special licenses or permits. | —0 | —0 |
Perform medicolegal examinations and autopsies, conducting preliminary examinations of the body to identify victims, locate signs of trauma, and identify factors that would indicate time of death. | —0 | —0 |
Inquire into the cause, manner, and circumstances of human deaths and establish the identities of deceased persons. | —0 | —0 |
Complete death certificates, including the assignment of cause and manner of death. | —0 | —0 |
Observe and record the positions and conditions of bodies and related evidence. | —0 | —0 |
Collect and document any pertinent medical history information. | —0 | —0 |
Observe, record, and preserve any objects or personal property related to deaths, including objects such as medication containers and suicide notes. | —0 | —0 |
Remove or supervise removal of bodies from death scenes, using the proper equipment and supplies, and arrange for transportation to morgues. | —0 | —0 |
Interview persons present at death scenes to obtain information useful in determining the manner of death. | —0 | —0 |
Testify at inquests, hearings, and court trials. | —0 | —0 |
Provide information concerning the circumstances of death to relatives of the deceased. | —0 | —0 |
Locate and document information regarding the next of kin, including their relationship to the deceased and the status of notification attempts. | —0 | —0 |
Confer with officials of public health and law enforcement agencies to coordinate interdepartmental activities. | —0 | —0 |
Inventory personal effects recovered from bodies, such as jewelry or wallets. | —0 | —0 |
Coordinate the release of personal effects to authorized persons and facilitate the disposition of unclaimed corpses and personal effects. | —0 | —0 |
Arrange for the next of kin to be notified of deaths. | —0 | —0 |
Collect wills, burial instructions, and other documentation needed for investigations and for handling of the remains. | —0 | —0 |
Witness and certify deaths that are the result of a judicial order. | —0 | —0 |
Direct activities of workers conducting autopsies, performing pathological and toxicological analyses, and preparing documents for permanent records. | —0 | —0 |
Record the disposition of minor children, as well as details of arrangements made for their care. | —0 | —0 |
Communicate with regulatory agencies regarding pre-submission strategies, potential regulatory pathways, compliance test requirements, or clarification and follow-up of submissions under review. | —0 | —0 |
Provide technical review of data or reports to be incorporated into regulatory submissions to assure scientific rigor, accuracy, and clarity of presentation. | —0 | —0 |
Coordinate efforts associated with the preparation of regulatory documents or submissions. | —0 | —0 |
Determine the types of regulatory submissions or internal documentation that are required in situations such as proposed device changes or labeling changes. | —0 | —0 |
Develop or conduct employee regulatory training. | —0 | —0 |
Maintain current knowledge base of existing and emerging regulations, standards, or guidance documents. | —0 | —0 |
Obtain and distribute updated information regarding domestic or international laws, guidelines, or standards. | —0 | —0 |
Prepare or direct the preparation of additional information or responses as requested by regulatory agencies. | —0 | —0 |
Review clinical protocols to ensure collection of data needed for regulatory submissions. | —0 | —0 |
Coordinate recall or market withdrawal activities as necessary. | —0 | —0 |
Develop or track quality metrics. | —0 | —0 |
Review adverse drug reactions and file all related reports in accordance with regulatory agency guidelines. | —0 | —0 |
Provide pre-, ongoing, and post-inspection follow-up assistance to governmental inspectors. | —0 | —0 |
Direct the collection and preparation of laboratory samples as requested by regulatory agencies. | —0 | —0 |
Determine regulations or procedures related to the management, collection, reuse, recovery, or recycling of packaging waste. | —0 | —0 |
Determine requirements applying to treatment, storage, shipment, or disposal of potentially hazardous production-related waste. | —0 | —0 |
Determine the legal implications of the production, supply, or use of ozone-depleting substances or equipment containing such substances. | —0 | —0 |
Specialize in regulatory issues related to agriculture, such as the cultivation of green biotechnology crops or the post-market regulation of genetically altered crops. | —0 | —0 |
Sign documents on behalf of clients, using powers of attorney. | —0 | —0 |
Post bonds for the products being imported or assist clients in obtaining bonds. | —0 | —0 |
Insure cargo against loss, damage, or pilferage. | —0 | —0 |
Obtain line releases for frequent shippers of low-risk commodities, high-volume entries, or multiple-container loads. | —0 | —0 |
Contract with freight forwarders for destination services. | —0 | —0 |
Arrange for transportation, warehousing, or product distribution of imported or exported products. | —0 | —0 |
Request or compile necessary import documentation, such as customs invoices, certificates of origin, and cargo-control documents. | —0 | —0 |
Stay abreast of changes in import or export laws or regulations by reading current literature, attending meetings or conferences, or conferring with colleagues. | —0 | —0 |
Quote duty and tax rates on goods to be imported, based on federal tariffs and excise taxes. | —0 | —0 |
Prepare papers for shippers to appeal duty charges. | —0 | —0 |
Pay, or arrange for payment of, taxes and duties on shipments. | —0 | —0 |
Monitor or trace the location of goods. | —0 | —0 |
Inform importers and exporters of steps to reduce duties and taxes. | —0 | —0 |
Confer with officials in various agencies to facilitate clearance of goods through customs and quarantine. | —0 | —0 |
Calculate duty and tariff payments owed on shipments. | —0 | —0 |
Apply for tariff concessions or for duty drawbacks and other refunds. | —0 | —0 |
Prepare and process import and export documentation according to customs regulations, laws, or procedures. | —0 | —0 |
Clear goods through customs and to their destinations for clients. | —0 | —0 |
Maintain relationships with customs brokers in other ports to expedite clearing of cargo. | —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 | βE1 + 0.5 × E2 |
|---|---|
Warn violators of infractions or penalties.O*NET Task ID 21446 | 1.0 |
Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.O*NET Task ID 21448 | 1.0 |
Prepare reports of activities, evaluations, recommendations, or decisions.O*NET Task ID 21449 | 1.0 |
Report law or regulation violations to appropriate boards or agencies.O*NET Task ID 21450 | 1.0 |
Score tests and observe equipment operation and control to rate ability of applicants.O*NET Task ID 21456 | 1.0 |
Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.O*NET Task ID 21457 | 1.0 |
Evaluate applications, records, or documents to gather information about eligibility or liability issues.O*NET Task ID 21447 | 0.5 |
Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.O*NET Task ID 21451 | 0.5 |
Issue licenses to individuals meeting standards.O*NET Task ID 21452 | 0.5 |
Collect fees for licenses.O*NET Task ID 21453 | 0.5 |
Administer oral, written, road, or flight tests to license applicants.O*NET Task ID 21454 | 0.0 |
Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld.O*NET Task ID 21455 | 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