AITakeover Tracker
33%medium risk

Labor Relations Specialists

SOC: 13-1075.00 · Job Zone 4 (Considerable preparation)

Resolve disputes between workers and managers, negotiate collective bargaining agreements, or coordinate grievance procedures to handle employee complaints.

MediumEst. full displacement: 20412051high confidence
Raw task score: 45.8Protective discount: 28.1%28 tasks scoredModel: v1.0_gemini-3-1-pro-preview_20260228

AI Impact Summary

Labor Relations Specialists faces moderate AI displacement risk with a score of 33/100. Significant displacement is estimated between 2041 and 2051. Of 28 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

$93,500

per year

Mean Wage

$97,130

per year

Employment

65K

workers

Wage Range

$49,880 - $153,440

10th - 90th pct

Wage Distribution

$49,880Median: $93,500$153,440

Protective Factors

Total protective discount: 28.1%

Skill 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.

Information Ordering5%

High reliance on Information Ordering 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.

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)

Negotiation85%

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

Persuasion80%

Persuasion 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.

Coordination70%

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

Instructing75%

Instructing 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)

WritingCritical ThinkingJudgment and Decision MakingActive LearningSystems Analysis

Recommendations

Skills to Develop

These skills are at risk from AI automation. Labor Relations Specialists 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.

  • Information Ordering

    High reliance on Information Ordering 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.

  • 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.

  • Negotiation

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

  • Persuasion

    Persuasion 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.

  • Coordination

    Coordination 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.

  • Writing

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

  • 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.

  • Active Learning

    Active Learning 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

28 tasks analyzed

Negotiate collective bargaining agreements.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 7%

Monitor company or workforce adherence to labor agreements.

Routine CognitiveAI: 85Risk: 83.2Time: 5%

Present the position of the company or of labor during arbitration or other labor negotiations.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 5%

Write letters related to labor relations activities, such as letters to amend collective bargaining agreements, letters of dispute or conciliation, or letters to seek clarification of contract terms.

Routine CognitiveAI: 85Risk: 83.2Time: 4%

Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations.

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

Call or meet with union, company, government, or other interested parties to discuss labor relations matters, such as contract negotiations or grievances.

Non-Routine InterpersonalAI: 5Risk: 17.0Time: 5%

Interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.

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

Assess the impact of union proposals on company or government operations.

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

Investigate and evaluate union complaints or arguments to determine viability.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 4%

Recommend collective bargaining strategies, goals, or objectives.

Non-Routine AnalyticalAI: 45Risk: 45.0Time: 4%

Prepare evidence for disciplinary hearings, including preparing witnesses to testify.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 4%

Propose resolutions for collective bargaining or other labor or contract negotiations.

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

Mediate discussions between employer and employee representatives in attempt to reconcile differences.

Non-Routine InterpersonalAI: 10Risk: 19.0Time: 4%

Review and approve employee disciplinary actions, such as written reprimands, suspensions, or terminations.

Non-Routine AnalyticalAI: 40Risk: 43.0Time: 4%

Assess risk levels associated with collective bargaining strategies.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 3%

Advise management on matters related to the administration of contracts or employee discipline or grievance procedures.

Non-Routine InterpersonalAI: 15Risk: 21.0Time: 4%

Review employer practices or employee data to ensure compliance with contracts on matters such as wages, hours, or conditions of employment.

Routine CognitiveAI: 85Risk: 83.2Time: 4%

Select mediators or arbitrators for labor disputes or contract negotiations.

Non-Routine AnalyticalAI: 50Risk: 47.0Time: 2%

Draft rules or regulations to govern collective bargaining activities in collaboration with company, government, or employee representatives.

Non-Routine AnalyticalAI: 60Risk: 51.0Time: 3%

Train managers or supervisors on topics related to labor relations, such as working conditions, safety, or equal opportunity practices.

Non-Routine InterpersonalAI: 20Risk: 23.0Time: 3%

Provide expert testimony in legal proceedings related to labor relations or labor contracts.

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

Identify alternatives to proposals of unions, employees, companies, or government agencies.

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

Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.

Non-Routine AnalyticalAI: 65Risk: 53.0Time: 2%

Research case law or outcomes of previous case hearings.

Non-Routine AnalyticalAI: 70Risk: 55.0Time: 3%

Schedule or coordinate the details of grievance hearings or other meetings.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Prepare and submit required governmental reports or forms related to labor relations matters, such as equal employment opportunity (EEO) forms, new hire forms, or minority compensation reports.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Prepare reports or presentations to communicate employee satisfaction or related data to management.

Routine CognitiveAI: 85Risk: 83.2Time: 2%

Develop employee health and safety policies.

Non-Routine AnalyticalAI: 55Risk: 49.0Time: 2%

Community Assessment

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Career Planning

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