AI exposure Business and financial operations
Will AI replace human resources specialists?
Human Resources Specialists, also called recruiters. US occupation 13-1071.
The reading
40.3%
of the time human resources specialists spend on their work goes on tasks where AI is already being used to do that work.of human resources specialists' working hours go on tasks AI has already started taking off their plate.
Ranked 35 of 756 US occupations. More exposed than 95% of them.Further along than 95% of them.
Per cent of working time Square-law scale
Average US job 7.7%
One of the most exposed jobs in the country.Front of the queue for an AI assistant.
What AI already does for human resources specialistsWhat human resources specialists no longer do alone
O*NET lists 26 tasks for human resources specialists. AI use at work shows up in 9 of them. Each score runs from 0.5, where every observed use helps a person with the task, to 1, where every use does the task outright.
- Analyze employment-related data and prepare required reports.Core task mostly automated 1.00
- Interview job applicants to obtain information on work history, training, education, or job skills.Core task mostly automated 0.98
- 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.Core task mostly automated 0.98
- Evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed. mostly automated 0.94
- Review employment applications and job orders to match applicants with job requirements.Core task mostly automated 0.94
- Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.Core task mostly automated 0.93
- Contact job applicants to inform them of the status of their applications.Core task mostly automated 0.91
- Maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.Core task automated and assisted 0.81
Show the other 1
- Interpret and explain human resources policies, procedures, laws, standards, or regulations.Core task automated and assisted 0.79
What it does not touch, yetWhat still needs a human
17 of the 26 tasks show no AI use at work in the data.
- Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.Core task
- Advise management on organizing, preparing, or implementing recruiting or retention programs.Core task
- Conduct exit interviews and ensure that necessary employment termination paperwork is completed.Core task
- Confer with management to develop or implement personnel policies or procedures.Core task
- Develop or implement recruiting strategies to meet current or anticipated staffing needs.Core task
- Hire employees and process hiring-related paperwork.Core task
Show the other 11
- Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.Core task
- Maintain current knowledge of Equal Employment Opportunity (EEO) and affirmative action guidelines and laws, such as the Americans with Disabilities Act (ADA).Core task
- Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.Core task
- Provide management with information or training related to interviewing, performance appraisals, counseling techniques, or documentation of performance issues.Core task
- Schedule or conduct new employee orientations.Core task
- Administer employee benefit plans.
- Conduct reference or background checks on job applicants.
- Coordinate with outside staffing agencies to secure temporary employees, based on departmental needs.
- Evaluate selection or testing techniques by conducting research or follow-up activities and conferring with management or supervisory personnel.
- Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.
- Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.
How that compares
Among the 29 business and financial operations occupations, human resources specialists rank 3. The group averages 17.7%, and its most exposed job is Market Research Analysts and Marketing Specialists at 64.8%. The average US occupation sits at 7.7%.
Just above in the ranking
- 32Tutors 40.8%
- 33Human Resources Assistants, Except Payroll and Timekeeping 40.5%
- 33Travel Agents 40.5%
Just below
- 36Financial Managers 39.1%
- 37Switchboard Operators, Including Answering Service 38.6%
- 38Astronomers 38.5%
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.