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JOB REPORT / 13-1075 · 28 TASKS

Labor Relations Specialists.

Can AI do the work of Labor Relations Specialists?

Mostly it works alongside you. Here is what shifts, task by task.

YOUR EXPERIENCE MATTERS

How does this fit your work?

How many tasks do you use AI to assist with at work?

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Starting pointOur estimate

The mark shows what’s typical for this job.

The parts of your job AI can already do most of:

  • Research case law or outcomes of previous case hearings
  • Draft contract proposals or counter-proposals for collective bargaining…
  • Review employer practices or employee data to ensure compliance…

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A guided certificate program in AI-assisted Labor Relations Specialists work. It covers the 28 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

28 of 28 tasks reviewed

We went through all 28 core tasks in this job, one at a time.

Task by task, from the work Labor Relations Specialists actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

  1. TASK 01

    Research case law or outcomes of previous case hearings.

    AI DOES

    Searches legal databases, summarizes case outcomes, and finds relevant precedents quickly

    YOU DO

    Judge which past cases truly match your specific labor dispute and strategy

  2. TASK 02

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

    AI DOES

    Drafts contract language, suggests standard clauses, and compares proposals against benchmarks

    YOU DO

    Read the room, weigh relationship costs, and decide what to concede or hold firm

  3. TASK 03

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

    AI DOES

    Scans contracts, payroll data, and records to flag possible violations or mismatches

    YOU DO

    Apply judgment about workplace context, intent, and what the contract really means in practice

  4. TASK 04

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

    AI DOES

    Generates draft rule language, pulls relevant labor laws, and formats documents fast

    YOU DO

    Build trust across the table and judge what each side will actually accept

  5. TASK 05

    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.

    AI DOES

    Drafts letter templates, suggests legal phrasing, and checks tone and clarity

    YOU DO

    Apply your knowledge of the specific parties, history, and stakes to make the letter land right

  6. TASK 06

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

    AI DOES

    Drafts meeting invites, checks calendar conflicts, and organizes hearing details

    YOU DO

    Judge the right timing and tone when dealing with unions and grievances

  7. TASK 07

    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.

    AI DOES

    Drafts forms, pulls data fields, checks for missing info, and flags compliance issues

    YOU DO

    Verify legal accuracy and take responsibility for official submissions

  8. TASK 08

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

    AI DOES

    Drafts proposal language, summarizes past contracts, and flags common bargaining patterns

    YOU DO

    Read the room, build trust with both sides, and make judgment calls under pressure

  9. TASK 09

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

    AI DOES

    Summarizes contract clauses, flags relevant sections, and drafts plain-language explanations

    YOU DO

    Apply workplace history, relationship dynamics, and legal judgment to each specific situation

  10. TASK 10

    Assess risk levels associated with collective bargaining strategies.

    AI DOES

    Summarizes past bargaining outcomes, flags legal risks, and models possible contract scenarios

    YOU DO

    Read the room and weigh trust, relationships, and local power dynamics that no dataset captures

  11. TASK 11

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

    AI DOES

    Generates lists of alternative proposals and precedents from similar labor negotiations

    YOU DO

    Read the room and pick options both sides can actually live with

  12. TASK 12

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

    AI DOES

    Summarizes proposal terms, runs cost estimates, and flags similar past agreements

    YOU DO

    Weigh the full organizational, legal, and human context before drawing conclusions

  13. TASK 13

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

    AI DOES

    Drafts training slides, scripts, quizzes, and policy summaries on labor topics

    YOU DO

    Lead live sessions, answer tough questions, and adjust to your audience in the moment

  14. TASK 14

    Develop employee health and safety policies.

    AI DOES

    Drafts policy templates, summarizes OSHA rules, and flags common gaps

    YOU DO

    Apply site-specific risks and get buy-in from workers and management

  15. TASK 15

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

    AI DOES

    Drafts surveys, spots patterns in feedback data, and suggests complaint procedure templates

    YOU DO

    Build employee trust and judge what monitoring methods fit your specific workplace culture

  16. TASK 16

    Recommend collective bargaining strategies, goals, or objectives.

    AI DOES

    Summarizes comparable contracts, flags legal limits, and drafts strategy frameworks

    YOU DO

    Read the room, weigh trust and power dynamics, and make the final call on what to push for

  17. TASK 17

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

    AI DOES

    Summarizes contract terms, flags relevant clauses, and drafts written guidance

    YOU DO

    Read the room, weigh legal risk, and build trust with both sides

  18. TASK 18

    Investigate and evaluate union complaints or arguments to determine viability.

    AI DOES

    Searches labor law databases, summarizes complaint documents, and flags relevant precedents

    YOU DO

    Apply judgment about workplace relationships, credibility, and legal strategy that no algorithm can replicate

  19. TASK 19

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

    AI DOES

    Drafts timelines, organizes evidence files, and summarizes relevant policies or past cases

    YOU DO

    Coach witnesses face-to-face and read their confidence, credibility, and emotional readiness

  20. TASK 20

    Monitor company or workforce adherence to labor agreements.

    AI DOES

    Scans payroll, schedules, and contract data to flag possible violations

    YOU DO

    Talk to workers and managers to understand what's really happening on the ground

  21. TASK 21

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

    AI DOES

    Drafts arguments, summarizes case law, and organizes key talking points for negotiations

    YOU DO

    Read the room, adapt in real time, and build trust with people across the table

  22. TASK 22

    Negotiate collective bargaining agreements.

    AI DOES

    Drafts contract language, summarizes past agreements, and flags potential legal issues

    YOU DO

    Read the room, build relationships, and make final calls under pressure

  23. TASK 23

    Select mediators or arbitrators for labor disputes or contract negotiations.

    AI DOES

    Searches mediator databases, summarizes credentials, flags conflicts of interest, and compares past case outcomes

    YOU DO

    Apply judgment about personalities, politics, and which neutral both sides will actually accept

  24. TASK 24

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

    AI DOES

    Drafts talking points, summarizes contract history, and flags relevant precedents

    YOU DO

    Build trust, read emotions, and negotiate face-to-face

  25. TASK 25

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

    AI DOES

    Drafts reprimand letters, checks policy compliance, and flags inconsistencies in disciplinary records

    YOU DO

    Weigh the full human context, assess fairness, and own the final approval decision

  26. TASK 26

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

    AI DOES

    Researches labor law precedents, drafts testimony outlines, and summarizes contract details

    YOU DO

    Show up in person, answer live questions under oath, and apply professional judgment to complex disputes

  27. TASK 27

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

    AI DOES

    Summarizes key disagreements, flags legal issues, and drafts possible compromise language

    YOU DO

    Read emotions in the room and guide both sides toward a deal they can live with

  28. TASK 28SOURCE-BACKED TASK

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

    AI DOES

    Generates charts, slides, and data summaries

    YOU DO

    Shape the story and recommendations

    About this analysis

    46% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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Data sources and attribution

This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. rtwoai has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. O*NET® is a trademark of USDOL/ETA.

Wage and employment figures are from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics (2025). Job outlook is from the BLS Employment Projections program, 2024–34. BLS data are in the public domain. BLS has not reviewed or endorsed this page.

Task collaboration data is from the Anthropic Economic Index, release 2025-03-27, used under the CC BY 4.0 license. Anthropic has not reviewed or endorsed this page.

How we describe AI use in each task is our own characterization, not a measurement of whether AI can replace this job. Microsoft note that their metrics "should not be misconstrued or misrepresented as measuring the ability of AI to replace jobs," and that there is more to an occupation than the sum of its tasks.