Takeover Tracker
36%medium risk

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.

Higher risk than 70% of occupations
Checking for existing plan...

How AI Impacts Each Task

25 tasks analyzed

Evaluate job positions, determining classification, exempt or non-exempt status, and salary.

Risk: 47.7%AI: 51.75ObservedTime: 10%

Ensure company compliance with federal and state laws, including reporting requirements.

Risk: 84.0%AI: 87EstimatedTime: 8%

Prepare occupational classifications, job descriptions, and salary scales.

Risk: 67.8%AI: 46.6ObservedTime: 6%

Provide advice on the resolution of classification and salary complaints.

Risk: 27.0%AI: 30EstimatedTime: 5%

Research job and worker requirements, structural and functional relationships among jobs and occupations, and occupational trends.

Risk: 51.0%AI: 60EstimatedTime: 6%

Administer employee insurance, pension and savings plans, working with insurance brokers and plan carriers.

Risk: 80.0%AI: 77EstimatedTime: 6%

Advise managers and employees on state and federal employment regulations, collective agreements, benefit and compensation policies, personnel procedures, and classification programs.

Risk: 38.6%AI: 59ObservedTime: 6%

Perform multifactor data and cost analyses that may be used in areas such as support of collective bargaining agreements.

Risk: 51.0%AI: 60EstimatedTime: 5%

Prepare reports, such as organization and flow charts, and career path reports to summarize job analysis and evaluation and compensation analysis information.

Risk: 86.0%AI: 92EstimatedTime: 4%

Plan, develop, evaluate, improve, and communicate methods and techniques for selecting, promoting, compensating, evaluating, and training workers.

Risk: 55.7%AI: 71.8ObservedTime: 4%

Research employee benefit and health and safety practices and recommend changes or modifications to existing policies.

Risk: 49.0%AI: 55EstimatedTime: 4%

Develop, implement, administer and evaluate personnel and labor relations programs, including performance appraisal, affirmative action, and employment equity programs.

Risk: 52.0%AI: 62.5ObservedTime: 4%

Advise staff of individuals' qualifications.

Risk: 29.0%AI: 35EstimatedTime: 2%

Assess need for and develop job analysis instruments and materials.

Risk: 51.0%AI: 60EstimatedTime: 3%

Negotiate collective agreements on behalf of employers or workers, and mediate labor disputes and grievances.

Risk: 21.0%AI: 15EstimatedTime: 2%

Consult with or serve as a technical liaison between business, industry, government, and union officials.

Risk: 23.0%AI: 20EstimatedTime: 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.

Risk: 86.0%AI: 92EstimatedTime: 2%

Observe, interview, and survey employees and conduct focus group meetings to collect job, organizational, and occupational information.

Risk: 23.0%AI: 20EstimatedTime: 3%

Assist in preparing and maintaining personnel records and handbooks.

Risk: 74.5%AI: 63.22ObservedTime: 2%

Analyze organizational, occupational, and industrial data to facilitate organizational functions and provide technical information to business, industry, and government.

Risk: 42.5%AI: 38.85ObservedTime: 2%

Plan and develop curricula and materials for training programs and conduct training.

Risk: 42.3%AI: 68.23ObservedTime: 2%

Work with the Department of Labor and promote its use with employers.

Risk: 23.0%AI: 20EstimatedTime: 2%

Prepare research results for publication in form of journals, books, manuals, and film.

Risk: 52.9%AI: 64.78ObservedTime: 2%

Speak at conferences and events to promote apprenticeships and related training programs.

Risk: 19.0%AI: 10EstimatedTime: 2%

Develop and administer compensation programs such as merit or incentive pay.

Risk: 47.0%AI: 50EstimatedTime: 8%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate
Enhances AI augmentation: Critical Thinking

Estimated Impact

-5.2pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.9pt risk+$5K/yr salary

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.

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Score History

Risk score over 3 scoring runs

-2.7

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma9%
Some College4%
Post-Secondary Certificate9%
Associate's Degree4%
Bachelor's Degree70%
Doctoral/Professional Degree4%

Prior Experience Needed

Work experience required to enter this job

1-2 years4%
2-4 years33%
4-6 years38%
6-8 years21%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

None17%
Up to 1 month9%
1-3 months9%
3-6 months22%
6 months - 1 year30%
1-2 years4%
2-4 years4%
4-6 years4%

Related News

Recent articles about AI affecting this occupation

2 articles

Patients increasingly bypass doctors to seek health advice from AI chatbots

A recent Gallup poll reveals that younger workers and patients are turning to artificial intelligence instead of medical professionals to answer health and insurance questions. This behavioral shift threatens to disintermediate healthcare workers and HR benefits staff.

Fast CompanyApr 15

HR teams cautiously experiment with using AI to help set workers’ pay

Compensation professionals are testing algorithms to analyze market data and recommend salary bands. While still early, this shift could eventually standardize how your raises and starting offers are calculated.

HR DiveApr 9

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis