AITakeover Tracker
34%medium risk

Compensation and Benefits Managers

Plan, direct, or coordinate compensation and benefits activities of an organization.

Higher risk than 63% of occupations

AI Impact Summary

Compensation and Benefits Managers faces moderate AI displacement risk with a score of 34/100. This occupation has higher AI displacement risk than 63% of all analyzed occupations. Of 24 analyzed tasks, 4 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)

Reading Comprehension10%

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

Mathematics10%

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

Information Ordering5%

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

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)

Leadership88%

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

Adaptability/Flexibility85%

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

Social Perceptiveness90%

Social Perceptiveness 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.

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.

Persuasion80%

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

Negotiation85%

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

AI-Augmented Skills (7)

Critical ThinkingJudgment and Decision MakingWritingActive LearningMonitoringSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Compensation and Benefits Managers 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

-6.6pt risk+$7K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.5pt risk+$8K/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+$9K/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.

Education & Training

Percentage of workers at each education and training level

Education Level

Bachelor's Degree81%
Master's Degree5%
Doctoral/Professional Degree14%

Prior Experience Needed

Work experience required to enter this job

4-6 years57%
6-8 years24%
8-10 years14%
Over 10 years5%

Training Provided After Hiring

How long it typically takes to learn on the job

None19%
Up to 1 month24%
1-3 months5%
3-6 months5%
6 months - 1 year19%
1-2 years14%
2-4 years14%

How AI Impacts Each Task

24 tasks analyzed

Design, evaluate and modify benefits policies to ensure that programs are current, competitive, and in compliance with legal requirements.

Risk: 47.7%AI: 51.62ObservedTime: 7%

Analyze compensation policies, government regulations, and prevailing wage rates to develop competitive compensation plan.

Risk: 50.7%AI: 59.33ObservedTime: 8%

Advise management on such matters as equal employment opportunity, sexual harassment, and discrimination.

Risk: 23.0%AI: 20EstimatedTime: 3%

Administer, direct, and review employee benefit programs, including the integration of benefit programs following mergers and acquisitions.

Risk: 47.0%AI: 50EstimatedTime: 7%

Fulfill all reporting requirements of all relevant government rules and regulations, including the Employee Retirement Income Security Act (ERISA).

Risk: 86.0%AI: 92EstimatedTime: 6%

Negotiate bargaining agreements.

Risk: 19.0%AI: 10EstimatedTime: 3%

Formulate policies, procedures and programs for recruitment, testing, placement, classification, orientation, benefits and compensation, and labor and industrial relations.

Risk: 54.2%AI: 68.05ObservedTime: 6%

Direct preparation and distribution of written and verbal information to inform employees of benefits, compensation, and personnel policies.

Risk: 72.1%AI: 57.35ObservedTime: 5%

Manage the design and development of tools to assist employees in benefits selection, and to guide managers through compensation decisions.

Risk: 51.0%AI: 60EstimatedTime: 5%

Prepare detailed job descriptions and classification systems and define job levels and families, in partnership with other managers.

Risk: 48.7%AI: 54.12ObservedTime: 5%

Study legislation, arbitration decisions, and collective bargaining contracts to assess industry trends.

Risk: 53.0%AI: 65EstimatedTime: 4%

Plan, direct, supervise, and coordinate work activities of subordinates and staff relating to employment, compensation, labor relations, and employee relations.

Risk: 21.0%AI: 15EstimatedTime: 6%

Identify and implement benefits to increase the quality of life for employees by working with brokers and researching benefits issues.

Risk: 47.0%AI: 50EstimatedTime: 4%

Prepare personnel forecasts to project employment needs.

Risk: 53.0%AI: 65EstimatedTime: 2%

Investigate and report on industrial accidents for insurance carriers.

Risk: 41.0%AI: 35EstimatedTime: 2%

Conduct exit interviews to identify reasons for employee termination.

Risk: 29.0%AI: 35EstimatedTime: 2%

Maintain records and compile statistical reports concerning personnel-related data, such as hires, transfers, performance appraisals, and absenteeism rates.

Risk: 88.0%AI: 97EstimatedTime: 4%

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.

Risk: 49.3%AI: 55.73ObservedTime: 4%

Plan and conduct new-employee orientations to foster positive attitude toward organizational objectives.

Risk: 23.0%AI: 20EstimatedTime: 3%

Mediate between benefits providers and employees, such as by assisting in handling employees' benefits-related questions or taking suggestions.

Risk: 34.0%AI: 47.5ObservedTime: 4%

Prepare budgets for personnel operations.

Risk: 84.0%AI: 87EstimatedTime: 3%

Develop methods to improve employment policies, processes, and practices, and recommend changes to management.

Risk: 54.9%AI: 69.85ObservedTime: 3%

Represent organization at personnel-related hearings and investigations.

Risk: 19.0%AI: 10EstimatedTime: 2%

Contract with vendors to provide employee services, such as food services, transportation, or relocation service.

Risk: 27.0%AI: 30EstimatedTime: 2%

Protective Factors

Total protective discount: 30.8%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailAnalytical ThinkingDependabilitySelf ControlInitiativeStress ToleranceCooperationLeadershipConcern for OthersAchievement/EffortPersistence

Wage & Employment (2024)

Median Wage

$140,360

per year

Mean Wage

$156,230

per year

Employment

20K

workers

Wage Range

$81,660 - $239,200

10th - 90th pct

Wage Distribution

$81,660Median: $140,360$239,200
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Compensation and Benefits Managers 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.

  • Mathematics

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

  • Information Ordering

    Information Ordering 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.

  • 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.

  • 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.

  • 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.

  • Service Orientation

    Service Orientation 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

-4.2

overall change

Checking for existing plan...