Continuous Mining Machine Operators

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

No strongly automatable task in the current data release.

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

• Apply new technologies developed to minimize the environmental impact of coal mining.37
• Observe and listen to equipment operation to detect binding or stoppage of tools or other equipment malfunctions.35

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

• Hang ventilation tubing and ventilation curtains to ensure that the mining face area is kept properly ventilated.24
• Scrape or wash conveyors, using belt scrapers or belt washers, to minimize dust production.25
• Operate mining machines to gather coal and convey it to floors or shuttle cars.26

Task exposure values and classifications come from the versioned data release — they are structured data, not model output. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 29 puts Continuous Mining Machine Operators in the least-exposed quarter of analyzed occupations. In practice, exposure this level is about the mix: 0 of 15 analyzed tasks lean automatable, 2 augmentable, and 13 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

One next move: lean into the durable core above and adopt AI on the routine remainder before it becomes a mandate.

Lower-exposure adjacent roles

No adjacent role in the current data release is at least 10 points lower with ≥50% skill overlap — we don’t label anything “safer” unless the data supports it.

Labor-market context

• $61,810median wage
• 14,000employed
• 1,600annual openings
• +0.7%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Related roles

Adjacent by skills or family — no exposure claim implied.

• Excavating and Loading Machine and Dragline Operators, Surface Mining 38
• Operating Engineers and Other Construction Equipment Operators 34
• Earth Drillers, Except Oil and Gas 35
• Loading and Moving Machine Operators, Underground Mining 36
• Helpers--Extraction Workers 33
• Rotary Drill Operators, Oil and Gas 44

FAQ — Continuous Mining Machine Operators

What does a score of 29 mean for a Continuous Mining Machine Operators?

It means that, weighted across the 15 tasks we analyzed for this role, the task mix sits at 29 on a 0–100 exposure scale — in the least-exposed quarter of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

This role has no strongly automatable task in the current data release.

Which parts of this job are most durable?

The most durable responsibilities are: Hang ventilation tubing and ventilation curtains to ensure that the mining face area is kept properly ventilated; Scrape or wash conveyors, using belt scrapers or belt washers, to minimize dust production; Operate mining machines to gather coal and convey it to floors or shuttle cars. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.