Will AI replace Labor Relations Specialists?
In theory, AI could do about 55% of the work in Labor Relations Specialists. In practice, as of late 2025, almost no one is actually using it that way — yet.
O*NET-SOC 13-1075
How your 25 core tasks split
Top = what GPT-4 judged AI could speed up. Bottom = how much AI was actually used for these tasks (Anthropic's March 2026 report, usage from Aug & Nov 2025). The gap is the real story.
Back in 2023, GPT-4 judged AI could, in theory, assist with a moderate share of this job's tasks (~55%). By late 2025, real-world AI use had reached about 0% of its task activity (still rare). The gap between that 2023 forecast and today is the real story.
Where this job sits among 738 jobs
Each dot is one of 738 U.S. jobs. Right = AI can do more of it. Up = AI is actually used more.
Don't trust a single AI-risk score here
For this job, the signals disagree sharply. AI's theoretical reach looks moderate (~55%), but real-world use is only ~0%, and how much AI "can" do shifts wildly by model — one 2026 study found the share of "high-risk" jobs swung 2.7% to 51.5% just by changing which AI did the rating. This page shows the spread instead of pretending there's one number.
See all 25 tasks, ratedBased on real task-level AI scores — click to collapse
- 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.
- Draft contract proposals or counter-proposals for collective bargaining or other labor negotiations.
- Interpret contractual agreements for employers and employees engaged in collective bargaining or other labor relations processes.
- Draft rules or regulations to govern collective bargaining activities in collaboration with company, government, or employee representatives.
- Negotiate collective bargaining agreements.
- Monitor company or workforce adherence to labor agreements.
- Present the position of the company or of labor during arbitration or other labor negotiations.
- Assess the impact of union proposals on company or government operations.
- Investigate and evaluate union complaints or arguments to determine viability.
- Recommend collective bargaining strategies, goals, or objectives.
- Prepare evidence for disciplinary hearings, including preparing witnesses to testify.
- Propose resolutions for collective bargaining or other labor or contract negotiations.
- Mediate discussions between employer and employee representatives in attempt to reconcile differences.
- Review and approve employee disciplinary actions, such as written reprimands, suspensions, or terminations.
- Assess risk levels associated with collective bargaining strategies.
- Advise management on matters related to the administration of contracts or employee discipline or grievance procedures.
- Select mediators or arbitrators for labor disputes or contract negotiations.
- Review employer practices or employee data to ensure compliance with contracts on matters such as wages, hours, or conditions of employment.
- Provide expert testimony in legal proceedings related to labor relations or labor contracts.
- Identify alternatives to proposals of unions, employees, companies, or government agencies.
- Develop methods to monitor employee satisfaction with policies or working conditions, including grievance or complaint procedures.
- Research case law or outcomes of previous case hearings.
- Schedule or coordinate the details of grievance hearings or other meetings.
- Call or meet with union, company, government, or other interested parties to discuss labor relations matters, such as contract negotiations or grievances.
- Train managers or supervisors on topics related to labor relations, such as working conditions, safety, or equal opportunity practices.
How we measured this — and how fresh it is
AI's theoretical reach data: 2023
From GPTs-are-GPTs (Eloundou et al.), where GPT-4 rated how much of each task an AI tool could meaningfully speed up. This is the most recent open, commercially-usable occupation-level potential dataset — it dates to 2023. Newer multi-model re-runs exist but swing wildly (one 2026 study saw "high-risk" jobs range 2.7%–51.5% by model) and aren't openly licensed, so we show the stable 2023 baseline and pair it with newer real-world data.
Real-world AI use 2026 report
From the Anthropic Economic Index, which observes how real Claude conversations map onto each occupation's tasks. Published in Anthropic's March 2026 labor-market report, based on usage measured in Aug & Nov 2025 (Sonnet 4 / 4.5).
Task list & ratings O*NET 30.3
Tasks come from O*NET 30.3. Each task's "AI can do / speeds up / still on you" tier uses the real task-level exposure scores from GPTs-are-GPTs (E1 / E2 / E0) — not a guess from keywords.
Sources: O*NET 30.3 (CC BY 4.0) · GPTs-are-GPTs (MIT, 2023) · Anthropic Economic Index (CC BY, Aug & Nov 2025). Page compiled June 2026. "O*NET" is a trademark of the U.S. Department of Labor.
This page is for general informational purposes only and is not career, financial, or employment advice. AI exposure reflects research estimates of task overlap, not predictions about any individual's job, employer, or future employment.