Human Resources Managers
Plan, direct, or coordinate human resources activities and staff of an organization.
How AI Impacts Each Task
26 tasks analyzed
Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems.
Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes.
Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements.
Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures.
Represent organization at personnel-related hearings and investigations.
Identify staff vacancies and recruit, interview, and select applicants.
Negotiate bargaining agreements and help interpret labor contracts.
Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.
Prepare personnel forecast to project employment needs.
Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits.
Investigate and report on industrial accidents for insurance carriers.
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.
Administer compensation, benefits, and performance management systems, and safety and recreation programs.
Plan, organize, direct, control, or coordinate the personnel, training, or labor relations activities of an organization.
Allocate human resources, ensuring appropriate matches between personnel.
Plan and conduct new employee orientation to foster positive attitude toward organizational objectives.
Oversee the evaluation, classification, and rating of occupations and job positions.
Analyze training needs to design employee development, language training, and health and safety programs.
Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.
Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates.
Prepare and follow budgets for personnel operations.
Conduct exit interviews to identify reasons for employee termination.
Develop, administer, and evaluate applicant tests.
Develop or administer special projects in areas such as pay equity, savings bond programs, day care, and employee awards.
Contract with vendors to provide employee services, such as food service, transportation, or relocation service.
Provide terminated employees with outplacement or relocation assistance.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Serve as a link between management and employees by handling questions, interpreting and administering contracts and helping resolve work-related problems. | 63.4Observed | 40.4% | 9% | |
| Advise managers on organizational policy matters, such as equal employment opportunity and sexual harassment, and recommend needed changes. | 65Observed | 41.0% | 7% | |
| Analyze and modify compensation and benefits policies to establish competitive programs and ensure compliance with legal requirements. | 56.1Observed | 49.4% | 5% | |
| Perform difficult staffing duties, including dealing with understaffing, refereeing disputes, firing employees, and administering disciplinary procedures. | 5Estimated | 17.0% | 6% | |
| Represent organization at personnel-related hearings and investigations. | 10Estimated | 19.0% | 3% | |
| Identify staff vacancies and recruit, interview, and select applicants. | 58.7Observed | 38.5% | 9% | |
| Negotiate bargaining agreements and help interpret labor contracts. | 20Estimated | 23.0% | 3% | |
| Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations. | 15Estimated | 21.0% | 7% | |
| Prepare personnel forecast to project employment needs. | 60Estimated | 51.0% | 3% | |
| Provide current and prospective employees with information about policies, job duties, working conditions, wages, opportunities for promotion, and employee benefits. | 47.27Observed | 68.1% | 4% | |
| Investigate and report on industrial accidents for insurance carriers. | 30Estimated | 39.0% | 2% | |
| 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. | 55.73Observed | 49.3% | 4% | |
| Administer compensation, benefits, and performance management systems, and safety and recreation programs. | 92Estimated | 86.0% | 6% | |
| Plan, organize, direct, control, or coordinate the personnel, training, or labor relations activities of an organization. | 35Estimated | 41.0% | 5% | |
| Allocate human resources, ensuring appropriate matches between personnel. | 55Estimated | 49.0% | 3% | |
| Plan and conduct new employee orientation to foster positive attitude toward organizational objectives. | 15Estimated | 21.0% | 3% | |
| Oversee the evaluation, classification, and rating of occupations and job positions. | 55Estimated | 49.0% | 3% | |
| Analyze training needs to design employee development, language training, and health and safety programs. | 60.5Observed | 51.2% | 3% | |
| Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends. | 70Estimated | 55.0% | 3% | |
| Maintain records and compile statistical reports concerning personnel-related data such as hires, transfers, performance appraisals, and absenteeism rates. | 38.75Observed | 64.7% | 4% | |
| Prepare and follow budgets for personnel operations. | 87Estimated | 84.0% | 3% | |
| Conduct exit interviews to identify reasons for employee termination. | 30Estimated | 27.0% | 2% | |
| Develop, administer, and evaluate applicant tests. | 60.58Observed | 51.2% | 2% | |
| Develop or administer special projects in areas such as pay equity, savings bond programs, day care, and employee awards. | 40Estimated | 43.0% | 2% | |
| Contract with vendors to provide employee services, such as food service, transportation, or relocation service. | 20Estimated | 23.0% | 2% | |
| Provide terminated employees with outplacement or relocation assistance. | 30Estimated | 27.0% | 2% |
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.
Negotiation 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.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Recommended Courses
Courses matched to Human Resources Managers skill gaps, ranked by relevance to your displacement risk profile.
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Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
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AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
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Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
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Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
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Score History
Risk score over 3 scoring runs
overall change
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
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Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis