Personalfachleute
Wirtschaft und FinanzenKI-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
0.403
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
0.45
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 25% 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 % |
|---|---|---|
Review employment applications and job orders to match applicants with job requirements.13-1071 | 0.009217.8 | 0.044520.0 |
Perform searches for qualified job candidates, using sources such as computer databases, networking, Internet recruiting resources, media advertisements, job fairs, recruiting firms, or employee referrals.13-1071 | 0.006713.0 | 0.041418.6 |
Interpret and explain human resources policies, procedures, laws, standards, or regulations.13-1071 | 0.006612.8 | 0.00512.3 |
Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.13-1071 | 0.006412.4 | 0.024911.2 |
Contact job applicants to inform them of the status of their applications.13-1071 | 0.006111.8 | 0.01617.2 |
Evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed.13-1071 | 0.00387.4 | 0.00954.3 |
Maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.13-1071 | 0.00295.6 | —0 |
Analyze employment-related data and prepare required reports.13-1071 | 0.00285.4 | —0 |
Interview job applicants to obtain information on work history, training, education, or job skills.13-1071 | 0.00265.0 | 0.079535.7 |
Advise management on organizing, preparing, or implementing recruiting or retention programs.13-1071 | 0.00254.8 | —0 |
| Not observed on any surface — 13 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. | ||
Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns. | —0 | —0 |
Conduct exit interviews and ensure that necessary employment termination paperwork is completed. | —0 | —0 |
Confer with management to develop or implement personnel policies or procedures. | —0 | —0 |
Develop or implement recruiting strategies to meet current or anticipated staffing needs. | —0 | —0 |
Hire employees and process hiring-related paperwork. | —0 | —0 |
Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities. | —0 | —0 |
Maintain current knowledge of Equal Employment Opportunity (EEO) and affirmative action guidelines and laws, such as the Americans with Disabilities Act (ADA). | —0 | —0 |
Provide management with information or training related to interviewing, performance appraisals, counseling techniques, or documentation of performance issues. | —0 | —0 |
Schedule or conduct new employee orientations. | —0 | —0 |
Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees. | —0 | —0 |
Coordinate with outside staffing agencies to secure temporary employees, based on departmental needs. | —0 | —0 |
Evaluate selection or testing techniques by conducting research or follow-up activities and conferring with management or supervisory personnel. | —0 | —0 |
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes. | —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 |
|---|---|
Conduct exit interviews and ensure that necessary employment termination paperwork is completed.O*NET Task ID 18854 | 1.0 |
Contact job applicants to inform them of the status of their applications.O*NET Task ID 18857 | 1.0 |
Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.O*NET Task ID 18860 | 1.0 |
Interpret and explain human resources policies, procedures, laws, standards, or regulations.O*NET Task ID 18861 | 1.0 |
Maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.O*NET Task ID 18863 | 1.0 |
Maintain current knowledge of Equal Employment Opportunity (EEO) and affirmative action guidelines and laws, such as the Americans with Disabilities Act (ADA).O*NET Task ID 18864 | 1.0 |
Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.O*NET Task ID 18866 | 1.0 |
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.O*NET Task ID 18876 | 1.0 |
Analyze employment-related data and prepare required reports.O*NET Task ID 18853 | 0.5 |
Conduct reference or background checks on job applicants.O*NET Task ID 18855 | 0.5 |
Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.O*NET Task ID 18852 | 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