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Business & Finance · Updated Aug 2026

Labor Relations Specialists

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

JVS 2.0.0-phase4b
AI Exposure
71/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
59/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence82/100
Task coverage85%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Investigate and evaluate union complaints or arguments to determine viability.High
72
Review employer practices or employee data to ensure compliance with contracts on matters such as wages, hours, or conditions of employment.High
76
Interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.High
76
Mediate discussions between employer and employee representatives in attempt to reconcile differences.High
74
Prepare evidence for disciplinary hearings, including preparing witnesses to testify.High
74
Advise management on matters related to the administration of contracts or employee discipline or grievance procedures.Medium
74
Call or meet with union, company, government, or other interested parties to discuss labor relations matters, such as contract negotiations or grievances.Medium
58
Review and approve employee disciplinary actions, such as written reprimands, suspensions, or terminations.Medium
74
Propose resolutions for collective bargaining or other labor or contract negotiations.High
67
Schedule or coordinate the details of grievance hearings or other meetings.Medium
70
Recommend collective bargaining strategies, goals, or objectives.High
74
Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations.High
67
Assess risk levels associated with collective bargaining strategies.Medium
74
Identify alternatives to proposals of unions, employees, companies, or government agencies.Medium
74
Assess the impact of union proposals on company or government operations.Medium
73
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.Medium
76
Draft rules or regulations to govern collective bargaining activities in collaboration with company, government, or employee representatives.Medium
76
Train managers or supervisors on topics related to labor relations, such as working conditions, safety, or equal opportunity practices.Medium
72
Present the position of the company or of labor during arbitration or other labor negotiations.Medium
64
Select mediators or arbitrators for labor disputes or contract negotiations.Medium
60
Prepare reports or presentations to communicate employee satisfaction or related data to management.Medium
71
Provide expert testimony in legal proceedings related to labor relations or labor contracts.Medium
76
Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.Medium
39
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.Low
74
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Review employer practices or employee data to ensure compliance with contracts on matters such as wages, hours, or conditions of employment.76
  2. Interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.76
  3. 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.76
  4. Draft rules or regulations to govern collective bargaining activities in collaboration with company, government, or employee representatives.76
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.01
  2. Investigate and evaluate union complaints or arguments to determine viability.02
  3. Mediate discussions between employer and employee representatives in attempt to reconcile differences.03
  4. Prepare evidence for disciplinary hearings, including preparing witnesses to testify.04
  5. Review and approve employee disciplinary actions, such as written reprimands, suspensions, or terminations.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency69
Physical dependency22
Adoption pressure47
Labour-market resilience56
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence82/100
CalculatedAug 21, 2026
Read methodology →