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Automation Risk Analysis

Will “Collective Bargaining Specialist” be Automated?

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AI Exposure Risk

56%

“Collective Bargaining Specialist” 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%

“Collective Bargaining Specialist” 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

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

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

  • Develop employee health and safety policies.

  • 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.

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

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

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

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

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

  • Monitor company or workforce adherence to labor agreements.

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

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

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

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

  • Research case law or outcomes of previous case hearings.

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

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

  • Assess risk levels associated with collective bargaining strategies.

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

  • 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.

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

  • Recommend collective bargaining strategies, goals, or objectives.

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

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

  • Negotiate collective bargaining agreements.

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

  • 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.

Technologies & Software

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