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AI exposure Management

Will AI replace human resources managers?

Human Resources Managers. US occupation 11-3121.

0.0%

of the time human resources managers spend on their work goes on tasks where AI is already being used to do that work.of human resources managers' working hours go on tasks AI has already started taking off their plate.

Ranked 346 of 756 US occupations. No AI use seen in the work yet, along with 410 other occupations.No handover started yet, along with 410 other occupations.

Average US job 7.7%

Among the least exposed jobs there are.Still waiting for liberation.

What AI already does for human resources managersWhat human resources managers no longer do alone

O*NET lists 26 tasks for human resources managers. None of them shows meaningful AI use at work yet.

What it does not touch, yetWhat still needs a human

26 of the 26 tasks show no AI use at work in the data.

  • Administer compensation, benefits, and performance management systems, and safety and recreation programs.Core task
  • Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.Core task
  • Allocate human resources, ensuring appropriate matches between personnel.Core task
  • Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.Core task
  • Analyze statistical data and reports to identify and determine causes of personnel problems and develop recommendations for improvement of organization's personnel policies and practices.Core task
  • Analyze training needs to design employee development, language training, and health and safety programs.Core task
Show the other 20
  • Conduct exit interviews to identify reasons for employee termination.Core task
  • Develop or administer special projects in areas such as pay equity, savings bond programs, day care, and employee awards.Core task
  • Identify staff vacancies and recruit, interview, and select applicants.Core task
  • Investigate and report on industrial accidents for insurance carriers.Core task
  • Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.Core task
  • Negotiate bargaining agreements and help interpret labor contracts.Core task
  • Oversee the evaluation, classification, and rating of occupations and job positions.Core task
  • Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.Core task
  • Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.Core task
  • Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.Core task
  • Plan, organize, direct, control, or coordinate the personnel, training, or labor relations activities of an organization.Core task
  • Prepare and follow budgets for personnel operations.Core task
  • Prepare personnel forecast to project employment needs.Core task
  • Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.Core task
  • Represent organization at personnel-related hearings and investigations.Core task
  • Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.Core task
  • Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.Core task
  • Contract with vendors to provide employee services, such as food service, transportation, or relocation service.
  • Develop, administer, and evaluate applicant tests.
  • Provide terminated employees with outplacement or relocation assistance.

How that compares

Among the 35 management occupations, human resources managers rank 33. The group averages 9.8%, and its most exposed job is Financial Managers at 39.1%. The average US occupation sits at 7.7%.

All 756 occupations, ranked

Level with 0.0%

  1. 346Highway Maintenance Workers 0.0%
  2. 346Hoist and Winch Operators 0.0%
  3. 346Home Appliance Repairers 0.0%

What this does and does not mean

Exposure is observed use, not a forecast. Anthropic maps work conversations with Claude onto the tasks O*NET lists for each job and asks, of the tasks AI could speed up, which are actually being used for at work. A use that does the task outright counts in full and a use that assists a person counts half. The task scores are averaged into the occupation figure by the share of time spent on each task.

A high figure means AI is already part of how this work gets done. It does not mean anyone has been replaced. Anthropic's own reading of the labour market finds no systematic rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting exposed jobs.No measurable rise in unemployment among exposed workers so far, and about 14% fewer 22 to 25 year olds starting these jobs. Gap years for everyone. Labor market impacts, 5 March 2026.

Task list and titles from O*NET 31.0 by the US Department of Labor, Employment and Training Administration, used under the CC BY 4.0 licence. Scores from the Anthropic Economic Index (CC BY). Checked 1 November 2026. How the ranking works.