AI Automation Index

Will AI Replace Continuous Mining Machine Operators?

Analyze the automation vulnerability, task-level AI risk, salary, and demand projection for Continuous Mining Machine Operators. Run the upskilling simulator.

E-E-A-T Verified
• Developed & audited by Gini Loh

AI Vulnerability

43% risk score

Median Salary

$61,810 / year

Growth Demand

Low

Constituent Task Mix

We parsed O*NET's 15 constituent tasks for this occupation and classified them by AI threat risk.

High Automation Risk (Routine Tasks) 0%
Medium Automation Risk (Cognitive/Technical) 87%
Low Automation Risk (Strategy/Leadership) 13%

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constituent Tasks

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

Semi-structured task combining routine and non-routine responsibilities.

Conduct methane gas checks to ensure breathing quality of air.

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

Drive machines into position at working faces.

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

Reposition machines to make additional holes or cuts.

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

Install casings to prevent cave-ins.

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Semi-structured task combining routine and non-routine responsibilities.

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

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

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

Complex problem-solving, strategic leadership, or high-empathy task requiring human judgment.

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O*NET Methodology

O*NET Data Source

This page dynamically extracts data structures sponsored by the U.S. Department of Labor. Our AI classification applies cognitive task automation risk models to individual tasks.

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