← Risk register SOC 47-5044 · reviewed 2026-08-11

Loading and Moving Machine Operators, Underground Mining

5,930 US workers · median $74,500/yr · Construction

EXPOSED

Operating continuous haulage, shuttle cars, LHDs and scoops in a low-seam underground environment is physical work that language models cannot touch — but it is the one blue-collar niche where purpose-built autonomy is already commercial. Autonomous and teleoperated loading/haulage systems (AutoMine, Cat MineStar, tele-remote scoops) are running in production mines precisely because removing humans from the face is a safety win, and the repetitive tram-load-dump cycle on fixed haul routes is the easiest case for machine autonomy. The occupation's protection is that most US underground operations are small, coal-heavy, capital-constrained, and shrinking for market reasons faster than they are automating.

10-year outlook: Headcount keeps falling through 2035 — driven more by coal decline and consolidation than robots — while the surviving jobs shift toward tele-remote control rooms and underground equipment maintenance.

Score — 53/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 14 + 19 + 7 + 4 + 9 = 53.

Task resistance 14/20

Tasks largely resist digitisation. Tramming a scoop through a 42-inch coal seam, feeling out soft bottom, spotting loose roof between bolt rows and repositioning cable and ventilation curtain are tasks no software has replaced at scale, but the load-haul-dump cycle on a fixed haul route is the single most automated task in mining worldwide — AutoMine-class systems already run it in large hard-rock stopes, which is what pulls this off 17-18 and down to 14.

Embodiment 19/20

Hands-on in uncontrolled environments. You work kneeling or seated in a low-profile machine in an unsupported-roof zone with respirable dust, methane, water on the bottom, changing ground conditions and no line of sight beyond the headlights — an uncontrolled environment in the literal MSHA sense, short of 20 only because the machine cab imposes some structure on the day.

Liability shield 7/20

Certification preferred, not legally required. MSHA Part 48 training, annual refresher, task training on each machine and a state-issued miner's certificate in states like Kentucky and West Virginia are all mandatory, but none of it is a professional licence you personally lose in a liability action — the operator gets cited alongside the mine, and the operator holds the legal duty under 30 CFR 75.

Trust premium 4/20

Anonymous artifact production. Tonnage arriving at the feeder is fungible; your crew and section foreman know whether you can keep a continuous miner cut out, but the customer and the mine office see production numbers, not you.

Judgment & accountability 9/20

Meaningful discretion. You make real calls with no procedure covering them — whether that top will hold long enough to make one more trip, when to stop and pull the section boss over, whether the bottom will take the load — but the cut plan, roof-control plan and ventilation plan are written and approved above you, which caps the discretion below the ambiguous-high-stakes band.

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

Tasks already automatable

What survives

Active moats: embodiment, physical-presence, unionization

How to future-proof this job

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.

Tree Trimmers and Pruners SAFE · 70/100 · you already have ~74% of the skill profile

Skills to close: Service Orientation, Instructing, Science, Quality Control 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.