Human Resources Assistants, Except Payroll and Timekeeping

Human Resources Assistants, Except Payroll and Timekeeping score 62 out of 100, which is high exposure to AI. That ranks #85 of 923 US occupations, where #1 is the most exposed. Of the 19 tasks in this job, AI could speed up 5 on its own and 13 more with extra software built on top of it. In April–May 2026, 7 of these tasks showed up in real conversations with Claude, Anthropic's AI assistant.

62/ 100

High

Rank: #85of 923 jobs
US workers: 90,220BLS, May 2025
Median pay: $50,610a year
In real AI use: 7 of 19tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

AI can speed this up on its own: 5 (26%)
AI can speed this up with extra software: 13 (68%)
Little or no AI speed-up: 1 (5%)

Record data for each employee, including such information as addresses, weekly earnings, absences, amount of sales or production, supervisory reports on performance, and dates of and reasons for terminations.AI can speed this up on its own · core task
Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information.AI can speed this up on its own · core task · Seen in real AI use
Compile and prepare reports and documents pertaining to personnel activities.AI can speed this up on its own · core task · Seen in real AI use
Inform job applicants of their acceptance or rejection of employment.AI can speed this up on its own · supplemental task
Administer and score applicant and employee aptitude, personality, and interest assessment instruments.AI can speed this up on its own · supplemental task
Process, verify, and maintain personnel related documentation, including staffing, recruitment, training, grievances, performance evaluations, classifications, and employee leaves of absence.AI can speed this up with extra software · core task
Explain company personnel policies, benefits, and procedures to employees or job applicants.AI can speed this up with extra software · core task · Seen in real AI use
Provide assistance in administering employee benefit programs and worker's compensation plans.AI can speed this up with extra software · core task
Prepare and set up for new employee orientations.AI can speed this up with extra software · core task
Gather personnel records from other departments or employees.AI can speed this up with extra software · core task
Examine employee files to answer inquiries and provide information for personnel actions.AI can speed this up with extra software · core task · Seen in real AI use
Search employee files to obtain information for authorized persons and organizations, such as credit bureaus and finance companies.AI can speed this up with extra software · core task · Seen in real AI use
Interview job applicants to obtain and verify information used to screen and evaluate them.AI can speed this up with extra software · supplemental task · Seen in real AI use
Process and review employment applications to evaluate qualifications or eligibility of applicants.AI can speed this up with extra software · supplemental task · Seen in real AI use
Select applicants meeting specified job requirements and refer them to hiring personnel.AI can speed this up with extra software · supplemental task
Arrange for advertising or posting of job vacancies and notify eligible workers of position availability.AI can speed this up with extra software · supplemental task
Request information from law enforcement officials, previous employers, and other references to determine applicants' employment acceptability.AI can speed this up with extra software · supplemental task
Arrange for in-house and external training activities.AI can speed this up with extra software · supplemental task
Prepare badges, passes, and identification cards, and perform other security-related duties.Little or no AI speed-up · supplemental task

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Questions about human resources assistants, except payroll and timekeeping and AI

Will AI replace human resources assistants, except payroll and timekeeping?

Probably not entirely, but the job is likely to change a lot. Human Resources Assistants, Except Payroll and Timekeeping score 62 out of 100 (high exposure), #85 of 923 US jobs. AI could speed up 18 of the job's 19 tasks, 5 of them on its own, while 1 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which human resources assistants, except payroll and timekeeping tasks can AI do?

The most exposed tasks include "Record data for each employee, including such information as addresses, weekly earnings, absences, amount of sales or production, supervisory reports on performance, and dates of and reasons for terminations"; "Answer questions regarding examinations, eligibility, salaries, benefits, and other pertinent information"; "Compile and prepare reports and documents pertaining to personnel activities".

Which human resources assistants, except payroll and timekeeping tasks are hardest for AI?

Tasks with little or no AI speed-up include "Prepare badges, passes, and identification cards, and perform other security-related duties".

Are people already using AI for this work?

Yes. In April–May 2026, 7 of the 19 tasks showed up in real conversations with Claude, according to the Anthropic Economic Index.

How many people work as human resources assistants, except payroll and timekeeping, and what do they earn?

About 90,220 people in the US, with median pay of $50,610 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

Human Resources Assistants, Except Payroll and Timekeeping

Task by task

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Questions about human resources assistants, except payroll and timekeeping and AI

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