Will AI replace Continuous Mining Machine Operators?
AI can do 6% of the work Continuous Mining Machine Operators do at least twice as fast. Real use has not caught up: none of their tasks show up in real AI use yet, but AI could speed up 2 of them. Robots can technically handle 9 physical tasks. 4 still need a person.
AI is already doing this0 · 0% of time
People already use AI for these tasks in real work, based on Anthropic's analysis of how Claude is used.
- Real AI use has not reached any of this job's tasks yet.
AI could do this next2 · 6% of time
AI can speed these up by at least half, but real use has not caught up yet. These are next in line.
- Observe and listen to equipment operation to detect binding or stoppage of tools or other equipment malfunctions.5% of time
- Apply new technologies developed to minimize the environmental impact of coal mining.1% of time
Robots can technically do this9 · 70% of time
Physical tasks that today's robots can perform in at least some settings. Robots are cost competitive for very few tasks so far, so this change moves slower.
- Operate mining machines to gather coal and convey it to floors or shuttle cars.Robots: purpose built settings36% of time
- Reposition machines to make additional holes or cuts.Robots: structured workplaces7% of time
- Move controls to start and regulate movement of conveyors and to start and position drill cutters or torches.Robots: structured workplaces7% of time
- Drive machines into position at working faces.Robots: purpose built settings6% of time
- Conduct methane gas checks to ensure breathing quality of air.Robots: structured workplaces4% of time
- Move levers to raise and lower hydraulic safety bars supporting roofs above machines until other workers complete framing.Robots: almost anywhere2% of time
- Install casings to prevent cave-ins.Robots: purpose built settings2% of time
- Guide and assist crews laying track and resetting supports and blocking.Robots: purpose built settings2% of time
- Scrape or wash conveyors, using belt scrapers or belt washers, to minimize dust production.Robots: purpose built settings2% of time
Still needs a person4 · 24% of time
No real AI use, no proven AI speedup and no robot that can do it yet. This is the part of the job to build on.
- Repair, oil, and adjust machines, and change cutting teeth, using wrenches.8% of time
- Hang ventilation tubing and ventilation curtains to ensure that the mining face area is kept properly ventilated.7% of time
- Check the stability of roof and rib support systems before mining face areas.5% of time
- Determine locations, boundaries, and depths of holes or channels to be cut.4% of time
Your week is not the average
Describe what you actually do and get a personal report: your own tasks, what AI can already do, what stays yours and a 90 day plan.
What this means
Little of this work suits AI. The bigger change here is robots: today's robots can technically do 71% of the working time, though they are rarely cheap enough to replace people yet.
What to do next
- Get ahead on the 2 tasks AI could do next. These move as tools improve, so learning them early pays off.
- Keep an eye on the 9 physical tasks robots can technically do. Cost keeps most robots out of work today, so this shift is slower.
- Build on the 4 tasks that stay human. This is where your judgment, skill and relationships matter most.
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