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Business & Finance · Updated Aug 2026

Human Resources Specialists

Recruit, screen, interview, or place individuals within an organization. May perform other activities in multiple human resources areas.

JVS 2.0.0-phase4b
AI Exposure
71/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
59/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence82/100
Task coverage83%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Interpret and explain human resources policies, procedures, laws, standards, or regulations.High
75
Review employment applications and job orders to match applicants with job requirements.High
73
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.High
72
Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.High
71
Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.High
71
Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.High
72
Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.High
72
Contact job applicants to inform them of the status of their applications.Medium
73
Maintain current knowledge of Equal Employment Opportunity (EEO) and affirmative action guidelines and laws, such as the Americans with Disabilities Act (ADA).High
73
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.Medium
70
Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.High
74
Advise management on organizing, preparing, or implementing recruiting or retention programs.Medium
72
Interview job applicants to obtain information on work history, training, education, or job skills.Medium
65
Maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.High
73
Analyze employment-related data and prepare required reports.Medium
73
Evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed.Medium
72
Provide management with information or training related to interviewing, performance appraisals, counseling techniques, or documentation of performance issues.Medium
62
Confer with management to develop or implement personnel policies or procedures.Medium
72
Develop or implement recruiting strategies to meet current or anticipated staffing needs.Medium
65
Evaluate selection or testing techniques by conducting research or follow-up activities and conferring with management or supervisory personnel.Medium
72
Conduct exit interviews and ensure that necessary employment termination paperwork is completed.Medium
58
Coordinate with outside staffing agencies to secure temporary employees, based on departmental needs.Medium
64
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Interpret and explain human resources policies, procedures, laws, standards, or regulations.75
  2. Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.74
  3. Review employment applications and job orders to match applicants with job requirements.73
  4. Contact job applicants to inform them of the status of their applications.73
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Review employment applications and job orders to match applicants with job requirements.01
  2. Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.02
  3. Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.03
  4. Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.04
  5. Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency78
Physical dependency29
Adoption pressure69
Labour-market resilience58
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence82/100
CalculatedAug 21, 2026
Read methodology →