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Automation Risk Analysis

Will “Labor Relations Representative (Labor Relations Rep)” be Automated?

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AI Exposure Risk

56%

“Labor Relations Representative (Labor Relations Rep)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

18%

“Labor Relations Representative (Labor Relations Rep)” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 18% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Labor Relations Specialists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Resolve disputes between workers and managers, negotiate collective bargaining agreements, or coordinate grievance procedures to handle employee complaints.

Avg. Annual Salary $97,130
Avg. Hourly Wage $46.70
Available Jobs (US) 64,590
Job Title & Hierarchy Code (SOC) Labor Relations Specialists #13-1075
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Labor Relations Specialists”

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Core Skills & Abilities

  • Assess risk levels associated with collective bargaining strategies.

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

  • Develop employee health and safety policies.

  • Select mediators or arbitrators for labor disputes or contract negotiations.

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

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

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

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

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

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

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

  • Negotiate collective bargaining agreements.

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

  • 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.

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

  • Recommend collective bargaining strategies, goals, or objectives.

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

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

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

  • Monitor company or workforce adherence to labor agreements.

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

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

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

  • Investigate and evaluate union complaints or arguments to determine viability.

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

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

  • Research case law or outcomes of previous case hearings.

  • 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.

Technologies & Software

  • Llama (Meta)
  • LaborSoft LaborForce Discipline Manager module
  • DeepSeek
  • Microsoft Access
  • LaborSoft LaborForce Arbitration/Appeals Manager module
  • Oracle HRIS
  • Micropact entellitrak Labor Relations Edition
  • Microsoft SharePoint
  • Tableau AI
  • LaborSoft LaborForce EEO Claims Manager module
  • Mistral (Mistral AI)
  • Alteryx AI
  • ChatGPT (OpenAI)
  • Microsoft Office software
  • Microsoft Excel
  • Napkin AI
  • Planful AI
  • Perplexity AI
  • Gemini (Google)
  • Meta Business AI
  • LaborSoft LaborForce Personnel Manager module
  • LaborSoft LaborForce Incident Tracking module
  • Grok (xAI)
  • Word processing software
  • Microsoft PowerPoint
  • Workday software
  • Microsoft Word
  • DataRobot
  • Internet Grievance System IGS
  • ServiceNow
  • LaborSoft LaborForce Grievance Manager module
  • Microsoft Outlook
  • Claude (Anthropic)
  • Gemini for Workspace
  • Qwen (Alibaba)
  • Kimi (Moonshot AI)
  • Nova (Amazon)
  • Oracle PeopleSoft
  • Kubernetes
  • LaborSoft LaborForce Reporting/Dashboard Manager module
  • Microsoft Copilot
  • Image scanners
  • Personal computers
  • Laptop computers
  • Handheld calculators
  • Office inkjet printers
  • Digital copiers
  • Laser facsimile machines