AITakeover Tracker
39%medium risk

Compensation, Benefits, and Job Analysis Specialists

SOC: 13-1141.00 · Job Zone 4 (Considerable preparation)

Conduct programs of compensation and benefits and job analysis for employer. May specialize in specific areas, such as position classification and pension programs.

MediumEst. full displacement: 20462076high confidence
Raw task score: 51.4Protective discount: 23.9%24 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Compensation, Benefits, and Job Analysis Specialists faces moderate AI displacement risk with a score of 39/100. Significant displacement is estimated between 2046 and 2076. Of 24 analyzed tasks, 6 are highly automatable, particularly in routine_cognitive. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.

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

$48,300Median: $77,020$128,830

Protective Factors

Total protective discount: 23.9%

Skill 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 (7)

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.

Negotiation85%

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

Coordination70%

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

Manual Dexterity80%

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

AI-Augmented Skills (5)

Critical ThinkingActive LearningJudgment and Decision MakingWritingSystems Analysis

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.

  • 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.

  • Instructing

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

  • Negotiation

    Negotiation 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.

  • Active Learning

    Active Learning 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.

  • Systems Analysis

    Systems Analysis will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.

Task Breakdown

24 tasks analyzed

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 8%

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

Routine CognitiveAI: 75Risk: 79.2Time: 6%

Prepare occupational classifications, job descriptions, and salary scales.

Routine CognitiveAI: 85Risk: 83.2Time: 7%

Provide advice on the resolution of classification and salary complaints.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 6%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 6%

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

Routine CognitiveAI: 80Risk: 81.2Time: 5%

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

Non-Routine InterpersonalAI: 30Risk: 27.0Time: 7%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 5%

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

Routine CognitiveAI: 85Risk: 83.2Time: 4%

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

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 4%

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

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 4%

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

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 4%

Advise staff of individuals' qualifications.

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 3%

Assess need for and develop job analysis instruments and materials.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 4%

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

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 2%

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

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 3%

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.

Routine CognitiveAI: 80Risk: 81.2Time: 2%

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

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 5%

Assist in preparing and maintaining personnel records and handbooks.

Routine CognitiveAI: 85Risk: 83.2Time: 4%

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

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 3%

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

Non-Routine InterpersonalAI: 35Risk: 29.0Time: 2%

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

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 2%

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

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 2%

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

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 2%

Community Assessment

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Career Planning

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