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How a continuous mining machine operator can use AI, task by task

O*NET 47-5041.00: Continuous Mining Machine OperatorsMedian pay $61,810/year (BLS, May 2025)15 tasksJob Zone 2: Some preparation

Operate self-propelled mining machines that rip coal, metal and nonmetal ores, rock, stone, or sand from the mine face and load it onto conveyors, shuttle cars, or trucks in a continuous operation.

Type your own title and every prompt on this page updates to match. Also called: Bore Miner Operator, Continuous Miner, Continuous Miner Operator (CMO), Continuous Mining Machine Operator, Continuous Mining Operator (CMO), Heavy Equipment Operator, Loader Operator, Mine Technician, Mine Utility Operator, Miner Operator.

Where AI fits in this job

AI-ready 0%AI-assist 9%Stays human 91%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 0 AI-ready, 2 AI-assist and 13 human-led tasks out of 15. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

🗓 Start here on Monday

The most frequent, most important tasks where AI can help right away.

  1. Determine locations, boundaries, and depths of holes or channels to be cut.Plan & schedule · Several times a day
  2. Apply new technologies developed to minimize the environmental impact of coal mining.Plan & schedule · Weekly

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Conduct methane gas checks to ensure breathing quality of air.Watch & inspect · Several times a day
  2. Check the stability of roof and rib support systems before mining face areas.Watch & inspect · Several times a day
  3. Drive machines into position at working faces.Hands-on work · Several times a day

AI can draft these 0

AI produces a usable first pass. You review it, fix it and own it.

None of this job's tasks are here.

AI can help you prep these 2

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Determine locations, boundaries, and depths of holes or channels to be cut.

Several times a day

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a continuous mining machine operator. Part of my job is to determine locations, boundaries, and depths of holes or channels to be cut.

Context: We use Microsoft Excel; the work draws on mechanical, production and processing and law and government.
Installation: [solar array, equipment, components]
Site details: [orientation, shading, structure, access]

Recommend locations with reasons and checks to confirm on site. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Pick installation locations

Step 1Pick a real example: the next time you determine locations, boundaries and depths of holes or channels.
Step 2Fill in [Installation] and [Site details] with the real details, then run the prompt.
Step 3Mark the chosen locations on your plan.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 4.4/5 · core task · O*NET work activity: Determine appropriate locations for operations or installations..

Apply new technologies developed to minimize the environmental impact of coal mining.

Weekly

AI lays out options and timelines to react to.

Show prompt & steps

AI can lay out options, timelines and checklists to react to. Fitting it to your people, budget and situation is your call.

Ready-to-use prompt

I work as a continuous mining machine operator. Part of my job is to apply new technologies developed to minimize the environmental impact of coal mining.

Context: We use Microsoft Excel; the work draws on mechanical, production and processing and law and government.
New technology or finding: [describe]
Current process: [how we work now]

Plan adoption steps, training, risks and measures of success. Lay it out as a table with steps, owner, timing and what could go wrong, then list the decisions I still need to make.

10-minute exercise: Adopt a new practice or tool

Step 1Pick a real example: the next time you apply new technologies (this week).
Step 2Fill in [New technology or finding] and [Current process] with the real details, then run the prompt.
Step 3Cross out anything that won't work on the ground and ask AI to revise with your corrections.

AI doesn't know your people, your site or your history. Treat its plan as a starting point to react to.

Importance 3.8/5 · O*NET work activity: Apply new technologies to improve work processes..

These stay human 13

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Using hands on tools and objects: continually or almost continually · Face-to-face discussions: every day · Around hazardous equipment: every day · Frequency of decisions: every day

Conduct methane gas checks to ensure breathing quality of air.

Several times a day

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to conduct methane gas checks to ensure breathing quality of air.

Context: The work draws on mechanical, production and processing and law and government.
Space: [describe]
Meter: [type]

List the test sequence, safe limits and actions. Remind me to follow the permit procedure. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Confined space air test

Step 1Pick a real example: the next time you conduct methane gas checks.
Step 2Fill in [Space] and [Meter] with the real details, then run the prompt.
Step 3Use it as a refresher before entry.

Importance 4.7/5 · core task · O*NET work activity: Test air quality at work sites..

Check the stability of roof and rib support systems before mining face areas.

Several times a day

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to check the stability of roof and rib support systems before mining face areas.

Context: The work draws on mechanical, production and processing and law and government.
Installation: [floor, cover, fixture]
Standards: [smoothness, seal, fit]

Make a final inspection checklist. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Installation check

Step 1Pick a real example: the next time you check the stability of roof and rib support systems.
Step 2Fill in [Installation] and [Standards] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.7/5 · core task · O*NET work activity: Inspect completed work to ensure proper installation..

Drive machines into position at working faces.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to drive machines into position at working faces.

Context: The work draws on mechanical, production and processing and law and government.
Machine: [continuous miner]
Conditions: [face, ventilation]

List checks and operating steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Mining machine routine

Step 1Pick a real example: the next time you drive machines.
Step 2Fill in [Machine] and [Conditions] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.5/5 · core task · O*NET work activity: Operate mining equipment..

Hang ventilation tubing and ventilation curtains to ensure that the mining face area is kept properly ventilated.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to hang ventilation tubing and ventilation curtains to ensure that the mining face area is kept properly ventilated.

Context: The work draws on mechanical, production and processing and law and government.
Site: [roadwork, rebar deck]
Equipment: [signs, blocks, barriers]

List placement order and spacing. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Place safety equipment

Step 1Pick a real example: the next time you hang ventilation tubing and ventilation curtains.
Step 2Fill in [Site] and [Equipment] with the real details, then run the prompt.
Step 3Check placement against your traffic control or design plan.

Importance 4.8/5 · core task · O*NET work activity: Position safety or support equipment..

Operate mining machines to gather coal and convey it to floors or shuttle cars.

Hourly or more

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to operate mining machines to gather coal and convey it to floors or shuttle cars.

Context: The work draws on mechanical, production and processing and law and government.
Machine: [continuous miner]
Conditions: [face, ventilation]

List checks and operating steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Mining machine routine

Step 1Pick a real example: the next time you operate mining machines (today).
Step 2Fill in [Machine] and [Conditions] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.6/5 · core task · O*NET work activity: Operate mining equipment..

Reposition machines to make additional holes or cuts.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to reposition machines to make additional holes or cuts.

Context: The work draws on mechanical, production and processing and law and government.
Machine: [crane, excavator, drill]
Site hazards: [power lines, other equipment]

List positioning steps and clearances. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Equipment positioning

Step 1Pick a real example: the next time you reposition machines.
Step 2Fill in [Machine] and [Site hazards] with the real details, then run the prompt.
Step 3Check clearances from power lines with a spotter.

Importance 4.5/5 · core task · O*NET work activity: Position construction or extraction equipment..

Observe and listen to equipment operation to detect binding or stoppage of tools or other equipment malfunctions.

Several times a day

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to observe and listen to equipment operation to detect binding or stoppage of tools or other equipment malfunctions.

Context: The work draws on mechanical, production and processing and law and government.
Operation: [rig, pump, drill type]
Normal readings: [pressures, rates, sounds]

List warning signs, likely causes, first actions, and when to stop operations. Add a shift log.

10-minute exercise: Drilling and extraction watch list

Step 1Pick a real example: the next time you observe and listen to equipment operation.
Step 2Fill in [Operation] and [Normal readings] with the real details, then run the prompt.
Step 3Compare the stop rules with your site's safety procedures.

Importance 4.3/5 · core task · O*NET work activity: Monitor extraction operations..

Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.

Context: The work draws on mechanical, production and processing and law and government.
Machine: [continuous miner]
Conditions: [face, ventilation]

List checks and operating steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Mining machine routine

Step 1Pick a real example: the next time you move controls.
Step 2Fill in [Machine] and [Conditions] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches. Confirm the rules against the current official source.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.5/5 · core task · O*NET work activity: Operate mining equipment..

Repair, oil, and adjust machines, and change cutting teeth, using wrenches.

Several times a day

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to repair, oil, and adjust machines, and change cutting teeth, using wrenches.

Context: The work draws on mechanical, production and processing and law and government.
Equipment: [miner, excavator]
Tasks: [teeth, oil, adjustments]

List maintenance steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Excavation equipment upkeep

Step 1Pick a real example: the next time you repair, oil, and adjust machines and change cutting teeth.
Step 2Fill in [Equipment] and [Tasks] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · core task · O*NET work activity: Maintain extraction or excavation equipment..

Scrape or wash conveyors, using belt scrapers or belt washers, to minimize dust production.

Daily

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to scrape or wash conveyors, using belt scrapers or belt washers, to minimize dust production.

Context: The work draws on mechanical, production and processing and law and government.
Facility: [pens, cages, grounds]
Animals or crops: [type]

Make a cleaning and disinfecting routine. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Pen and facility cleaning

Step 1Pick a real example: the next time you scrape or wash conveyors (today).
Step 2Fill in [Facility] and [Animals or crops] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 4.2/5 · O*NET work activity: Clean equipment or facilities..

Install casings to prevent cave-ins.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to install casings to prevent cave-ins.

Context: The work draws on mechanical, production and processing and law and government.
Device or support: [guard, frame, temporary support]
Equipment: [machine, structure]

List installation and verification steps. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Safety device install

Step 1Pick a real example: the next time you install casings (this week).
Step 2Fill in [Device or support] and [Equipment] with the real details, then run the prompt.
Step 3Test the device before returning the equipment to service.

Importance 4.4/5 · O*NET work activity: Install safety or support equipment..

Move levers to raise and lower hydraulic safety bars supporting roofs above machines until other workers complete framing.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to move levers to raise and lower hydraulic safety bars supporting roofs above machines until other workers complete framing.

Context: The work draws on mechanical, production and processing and law and government.
Load: [weight, dimensions]
Equipment: [crane, hoist, rigging]

List pre-lift checks, signals, path and landing. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Crane or hoist lift plan

Step 1Pick a real example: the next time you move levers (this week).
Step 2Fill in [Load] and [Equipment] with the real details, then run the prompt.
Step 3Check the load chart for your radius and configuration. Check it against the manufacturer's manual and your site procedure before you rely on it.

Safety-critical: AI output is a starting point. Follow your site's procedures and the manufacturer's guidance.

Importance 4.2/5 · O*NET work activity: Operate cranes, hoists, or other moving or lifting equipment..

Guide and assist crews laying track and resetting supports and blocking.

Weekly

Physical, in-person work. AI helps with checklists and write-ups.

Show prep prompt & steps

Where AI still helps: AI helps around the job: decoding manuals and instructions, pre-job checklists, calculations and writing up what you did afterward.

Prep prompt

I work as a continuous mining machine operator. Part of my job is to guide and assist crews laying track and resetting supports and blocking.

Context: The work draws on mechanical, production and processing and law and government.
Crew work: [trade, task]
My role: [helper]

List what to prepare and anticipate. Include the tools, materials and safety steps, the measurements or settings to double-check, and a 3-line template for logging the job. Flag anything to confirm in the manufacturer's manual.

10-minute exercise: Helper prep

Step 1Pick a real example: the next time you guide and assist crews laying track and resetting supports (this week).
Step 2Fill in [Crew work] and [My role] with the real details, then run the prompt.
Step 3Check it against the manufacturer's manual and your site rules, and add the steps only experience teaches.

Importance 3.6/5 · O*NET work activity: Assist skilled construction or extraction personnel.. Also involves: Direct construction or extraction personnel..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Operations Monitoringimportance 3.9/5
    Used in: Controlling Machines and Processes
  • Critical Thinkingimportance 3.2/5
    Used in: Inspecting Equipment, Structures, or Materials
  • Operation and Controlimportance 3.9/5
    Used in: Controlling Machines and Processes
  • Troubleshootingimportance 3.2/5
    Used in: Inspecting Equipment, Structures, or Materials

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Judgment and Decision Makingimportance 3.1/5
    Used in: Making Decisions and Solving Problems
  • Active Listeningimportance 3.0/5
    Used in: Making Decisions and Solving Problems
  • Complex Problem Solvingimportance 3.0/5
    Used in: Making Decisions and Solving Problems
  • Reading Comprehensionimportance 2.8/5
    Used in: Making Decisions and Solving Problems

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

  • Roof Bolters, Mining100% human-led · Same preparation · $78,540/yr · usually high school diplomaSkills to build: Quality Control Analysis, Coordination
  • Earth Drillers, Except Oil and Gas75% human-led · Same preparation · $60,190/yr · usually high school diplomaSkills to build: Speaking, Quality Control Analysis
  • Dredge Operators100% human-led · Same preparation · usually high school diplomaYour skills already line up
  • Maintenance Workers, Machinery76% human-led · Needs more preparation · usually post-secondary certificateSkills to build: Reading Comprehension, Quality Control Analysis, Repairing

Getting into this job

High school diploma is most common (81% of workers)

  • High school or less 85%
  • Certificate or some college 15%
  • On-the-job training: 6–12 months
  • Related experience: 1–2 years

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Microsoft ExcelMicrosoft Office softwareMicrosoft PowerPointMicrosoft Word