Compensation, Benefits, and Job Analysis Specialists
Conduct programs of compensation and benefits and job analysis for employer. May specialize in specific areas, such as position classification and pension programs.
AI Impact Summary
Compensation, Benefits, and Job Analysis Specialists faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 70% of all analyzed occupations. Of 25 analyzed tasks, 5 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 Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
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.
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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Compensation, Benefits, and Job Analysis 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
Google UX Design Professional Certificate
by Google
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
25 tasks analyzed
Evaluate job positions, determining classification, exempt or non-exempt status, and salary.
Ensure company compliance with federal and state laws, including reporting requirements.
Prepare occupational classifications, job descriptions, and salary scales.
Provide advice on the resolution of classification and salary complaints.
Research job and worker requirements, structural and functional relationships among jobs and occupations, and occupational trends.
Administer employee insurance, pension and savings plans, working with insurance brokers and plan carriers.
Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs.
Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements.
Prepare reports, such as organization and flow charts, and career path reports to summarize job analysis and evaluation and compensation analysis information.
Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.
Research employee benefit and health and safety practices and recommend changes or modifications to existing policies.
Develop, implement, administer and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs.
Advise staff of individuals' qualifications.
Assess need for and develop job analysis instruments and materials.
Negotiate collective agreements on behalf of employers or workers, and mediate labor disputes and grievances.
Consult with or serve as a technical liaison between business, industry, government, and union officials.
Review occupational data on Alien Employment Certification Applications to determine the appropriate occupational title and code, and provide local offices with information about immigration and occupations.
Observe, interview, and survey employees and conduct focus group meetings to collect job, organizational, and occupational information.
Assist in preparing and maintaining personnel records and handbooks.
Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.
Plan and develop curricula and materials for training programs and conduct training.
Work with the Department of Labor and promote its use with employers.
Prepare research results for publication in form of journals, books, manuals, and film.
Speak at conferences and events to promote apprenticeships and related training programs.
Develop and administer compensation programs such as merit or incentive pay.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Evaluate job positions, determining classification, exempt or non-exempt status, and salary. | 51.75Observed | 47.7% | 10% | |
| Ensure company compliance with federal and state laws, including reporting requirements. | 87Estimated | 84.0% | 8% | |
| Prepare occupational classifications, job descriptions, and salary scales. | 46.6Observed | 67.8% | 6% | |
| Provide advice on the resolution of classification and salary complaints. | 30Estimated | 27.0% | 5% | |
| Research job and worker requirements, structural and functional relationships among jobs and occupations, and occupational trends. | 60Estimated | 51.0% | 6% | |
| Administer employee insurance, pension and savings plans, working with insurance brokers and plan carriers. | 77Estimated | 80.0% | 6% | |
| Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs. | 59Observed | 38.6% | 6% | |
| Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements. | 60Estimated | 51.0% | 5% | |
| Prepare reports, such as organization and flow charts, and career path reports to summarize job analysis and evaluation and compensation analysis information. | 92Estimated | 86.0% | 4% | |
| Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers. | 71.8Observed | 55.7% | 4% | |
| Research employee benefit and health and safety practices and recommend changes or modifications to existing policies. | 55Estimated | 49.0% | 4% | |
| Develop, implement, administer and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs. | 62.5Observed | 52.0% | 4% | |
| Advise staff of individuals' qualifications. | 35Estimated | 29.0% | 2% | |
| Assess need for and develop job analysis instruments and materials. | 60Estimated | 51.0% | 3% | |
| Negotiate collective agreements on behalf of employers or workers, and mediate labor disputes and grievances. | 15Estimated | 21.0% | 2% | |
| Consult with or serve as a technical liaison between business, industry, government, and union officials. | 20Estimated | 23.0% | 2% | |
| Review occupational data on Alien Employment Certification Applications to determine the appropriate occupational title and code, and provide local offices with information about immigration and occupations. | 92Estimated | 86.0% | 2% | |
| Observe, interview, and survey employees and conduct focus group meetings to collect job, organizational, and occupational information. | 20Estimated | 23.0% | 3% | |
| Assist in preparing and maintaining personnel records and handbooks. | 63.22Observed | 74.5% | 2% | |
| Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government. | 38.85Observed | 42.5% | 2% | |
| Plan and develop curricula and materials for training programs and conduct training. | 68.23Observed | 42.3% | 2% | |
| Work with the Department of Labor and promote its use with employers. | 20Estimated | 23.0% | 2% | |
| Prepare research results for publication in form of journals, books, manuals, and film. | 64.78Observed | 52.9% | 2% | |
| Speak at conferences and events to promote apprenticeships and related training programs. | 10Estimated | 19.0% | 2% | |
| Develop and administer compensation programs such as merit or incentive pay. | 50Estimated | 47.0% | 8% |
Protective Factors
Total protective discount: 30.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$77,020
per year
Mean Wage
$82,920
per year
Employment
102K
workers
Wage Range
$48,300 - $128,830
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Compensation, Benefits, and Job Analysis Specialists professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- 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.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership 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.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion 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.
- 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.
- Writing
Writing 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.
- Monitoring
Monitoring 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