← Risk register SOC 13-1075 · reviewed 2026-08-11

Labor Relations Specialists

64,810 US workers · median $95,420/yr · Business

EXPOSED

A large share of the job is document work AI already handles well: parsing collective bargaining agreements, drafting grievance responses, summarizing arbitration precedent, tracking wage and benefit comparables, and writing policy language. What does not automate is sitting across a table from a union bargaining committee, reading the room during a strike threat, and owning the concession you just made. The modal worker splits time between contract administration (exposed) and live negotiation and grievance handling (durable), and headcount pressure will land on the administration half.

10-year outlook: Expect the contract-administration workload to compress sharply while a smaller cohort of negotiators, arbitration advocates, and strike-risk advisors keeps or grows its value.

Score — 43/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 9 + 5 + 3 + 13 + 13 = 43.

Task resistance 9/20

Mixed — a routine tier and a judgment tier. At 9, the split is real: the contract-interpretation memos, Article-by-Article redlines, grievance logs, and NLRB filing prep that fill most weeks are text-in/text-out work a model does competently, while the actual table sessions, caucus strategy, and Weingarten-rights investigatory interviews stay human — which is why this sits at 9 rather than the 4 of a pure document analyst or the 15 of a chief negotiator who does nothing but bargain.

Embodiment 5/20

Some physical or field component. The 5 reflects that you are not on a screen exclusively — you are in plant break rooms for grievance step meetings, walking the floor to see the disputed job assignment, and in hotel conference rooms for multi-day bargaining — but nothing you touch requires manual skill or exposes you to an uncontrolled site, so it lands just above desk-only rather than in the field band.

Liability shield 3/20

No licence, no signature requirement. A 3 is correct because nothing in the LMRA or NLRA requires you to hold a licence: SHRM-CP or the LRP credential is resume decoration, unfair labor practice charges are filed against the employer as a legal entity, and when a settlement goes wrong it is the company's outside labor counsel — a member of the bar — who carries the professional exposure, not you.

Trust premium 13/20

The human relationship is the product. 13 recognizes that your value to management is largely the standing relationship with a specific union business agent — the off-the-record call that kills a grievance before Step 3, the credibility that lets you say "this is my last number" and be believed — but it is capped there because that relationship is with a counterparty who is institutionally adversarial and rotates with union elections, unlike a therapist's or a wealth advisor's book.

Judgment & accountability 13/20

Meaningful discretion. 13 fits because you decide unilaterally whether to settle a discharge grievance or take it to arbitration, what the employer's opening economic package is, and whether conduct crosses into a Section 8(a)(5) refusal to bargain — genuinely consequential ambiguous calls — but the final ratification, the strike authorization, and the litigate-or-settle decision go up to a VP or general counsel, keeping you below the band reserved for people whose signature is the last one.

Confidence: medium · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: trust, judgment

How to future-proof this job

Training paths for your skill gaps: Structured problem solving partner link

Escape hatches — adjacent fields with better verdicts

Computed from U.S. Dept. of Labor O*NET skill profiles: high overlap with what you already do, materially higher resistance score.

Arbitrators, Mediators, and Conciliators SAFE · 68/100 · you already have ~90% of the skill profile

Skills to close: Negotiation

Lawyers SAFE · 67/100 · you already have ~81% of the skill profile

Skills to close: Operations Analysis, Complex Problem Solving, Critical Thinking, Judgment and Decision Making

Judges, Magistrate Judges, and Magistrates SAFE · 80/100 · you already have ~79% of the skill profile

Skills to close: Critical Thinking, Science, Judgment and Decision Making, Operations Analysis

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.