Human Resources Specialists
Perform activities in the human resource area. Includes employment specialists who screen, recruit, interview, and place workers.
AI Impact Summary
Human Resources Specialists faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 73% of all analyzed occupations. Of 26 analyzed tasks, 6 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Human Resources Specialists skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
26 tasks analyzed
Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software.
Interpret and explain human resources policies, procedures, laws, standards, or regulations.
Hire employees and process hiring-related paperwork.
Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities.
Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns.
Maintain current knowledge of Equal Employment Opportunity (EEO) and affirmative action guidelines and laws, such as the Americans with Disabilities Act (ADA).
Schedule or conduct new employee orientations.
Maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms.
Confer with management to develop or implement personnel policies or procedures.
Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate.
Review employment applications and job orders to match applicants with job requirements.
Conduct reference or background checks on job applicants.
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.
Conduct exit interviews and ensure that necessary employment termination paperwork is completed.
Provide management with information or training related to interviewing, performance appraisals, counseling techniques, or documentation of performance issues.
Contact job applicants to inform them of the status of their applications.
Interview job applicants to obtain information on work history, training, education, or job skills.
Develop or implement recruiting strategies to meet current or anticipated staffing needs.
Analyze employment-related data and prepare required reports.
Advise management on organizing, preparing, or implementing recruiting or retention programs.
Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees.
Evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed.
Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes.
Evaluate selection or testing techniques by conducting research or follow-up activities and conferring with management or supervisory personnel.
Coordinate with outside staffing agencies to secure temporary employees, based on departmental needs.
Administer employee benefit plans.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Prepare or maintain employment records related to events, such as hiring, termination, leaves, transfers, or promotions, using human resources management system software. | 48.55Observed | 68.6% | 6% | |
| Interpret and explain human resources policies, procedures, laws, standards, or regulations. | 50.9Observed | 35.4% | 6% | |
| Hire employees and process hiring-related paperwork. | 88Estimated | 84.4% | 5% | |
| Inform job applicants of details such as duties and responsibilities, compensation, benefits, schedules, working conditions, or promotion opportunities. | 60Estimated | 39.0% | 4% | |
| Address employee relations issues, such as harassment allegations, work complaints, or other employee concerns. | 54.4Observed | 36.8% | 7% | |
| Maintain current knowledge of Equal Employment Opportunity (EEO) and affirmative action guidelines and laws, such as the Americans with Disabilities Act (ADA). | 53.33Observed | 48.3% | 3% | |
| Schedule or conduct new employee orientations. | 50Estimated | 35.0% | 4% | |
| Maintain and update human resources documents, such as organizational charts, employee handbooks or directories, or performance evaluation forms. | 58.33Observed | 72.5% | 4% | |
| Confer with management to develop or implement personnel policies or procedures. | 30Estimated | 27.0% | 4% | |
| Select qualified job applicants or refer them to managers, making hiring recommendations when appropriate. | 55.4Observed | 49.2% | 5% | |
| Review employment applications and job orders to match applicants with job requirements. | 57.6Observed | 72.2% | 5% | |
| Conduct reference or background checks on job applicants. | 50Observed | 69.2% | 3% | |
| 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. | 64.62Observed | 75.1% | 4% | |
| Conduct exit interviews and ensure that necessary employment termination paperwork is completed. | 40Estimated | 31.0% | 3% | |
| Provide management with information or training related to interviewing, performance appraisals, counseling techniques, or documentation of performance issues. | 55.15Observed | 37.1% | 3% | |
| Contact job applicants to inform them of the status of their applications. | 49.45Observed | 69.0% | 2% | |
| Interview job applicants to obtain information on work history, training, education, or job skills. | 46.83Observed | 33.7% | 6% | |
| Develop or implement recruiting strategies to meet current or anticipated staffing needs. | 60Estimated | 51.0% | 4% | |
| Analyze employment-related data and prepare required reports. | 42.37Observed | 44.0% | 4% | |
| Advise management on organizing, preparing, or implementing recruiting or retention programs. | 65.22Observed | 41.1% | 3% | |
| Schedule or administer skill, intelligence, psychological, or drug tests for current or prospective employees. | 95Estimated | 87.2% | 2% | |
| Evaluate recruitment or selection criteria to ensure conformance to professional, statistical, or testing standards, recommending revisions, as needed. | 52.42Observed | 48.0% | 3% | |
| Review and evaluate applicant qualifications or eligibility for specified licensing, according to established guidelines and designated licensing codes. | 26.92Observed | 60.0% | 2% | |
| Evaluate selection or testing techniques by conducting research or follow-up activities and conferring with management or supervisory personnel. | 55Estimated | 49.0% | 2% | |
| Coordinate with outside staffing agencies to secure temporary employees, based on departmental needs. | 40Estimated | 31.0% | 2% | |
| Administer employee benefit plans. | 90Estimated | 85.2% | 4% |
Protective Factors
Total protective discount: 28.6%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$72,910
per year
Mean Wage
$79,730
per year
Employment
917K
workers
Wage Range
$45,440 - $126,540
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
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Sales Agents, Financial Services
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Management Analysts
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Public Relations and Fundraising Managers
30%Higher risk than 39% of other occupations
Public Relations Specialists
30%Median salary: $69,780
Higher risk than 40% of other occupations
Training and Development Specialists
32%Median salary: $65,850
Higher risk than 49% of other occupations
Equal Opportunity Representatives and Officers
32%Median salary: $78,420
Higher risk than 51% of other occupations
Market Research Analysts and Marketing Specialists
32%Median salary: $76,950
Higher risk than 52% of other occupations
Fraud Examiners, Investigators and Analysts
33%Median salary: $80,190
Higher risk than 56% of other occupations
Insurance Sales Agents
33%Median salary: $60,370
Higher risk than 57% of other occupations
Sales Managers
25%Higher risk than 20% of other occupations
Chief Executives
26%Higher risk than 23% of other occupations
General and Operations Managers
28%Higher risk than 29% of other occupations
Marketing Managers
30%Higher risk than 38% of other occupations
Advertising and Promotions Managers
31%Higher risk than 43% of other occupations
Computer and Information Systems Managers
31%Higher risk than 45% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Human Resources Specialists professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Coordination
Coordination is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change