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Automation Risk Analysis

Will “Equipment Operator” be Automated?

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AI Exposure Risk

44%

“Equipment Operator” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

61%

“Equipment Operator” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 61% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Loading and Moving Machine Operators, Underground Mining, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate underground loading or moving machine to load or move coal, ore, or rock using shuttle or mine car or conveyors. Equipment may include power shovels, hoisting engines equipped with cable-drawn scraper or scoop, or machines equipped with gathering arms and conveyor.

Avg. Annual Salary $68,470
Avg. Hourly Wage $32.92
Available Jobs (US) 6,130
Job Title & Hierarchy Code (SOC) Loading and Moving Machine Operators, Underground Mining #47-5044
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Loading and Moving Machine Operators, Underground Mining”

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Core Skills & Abilities

  • Read written instructions or confer with supervisors about schedules and materials to be moved.

  • Oil, lubricate, and adjust conveyors, crushers, and other equipment, using hand tools and lubricating equipment.

  • Clean, fuel, service, and perform safety checks on all equipment, and repair and replace parts as necessary.

  • Move mine cars into position for loading and unloading, using pinchbars inserted under car wheels to position cars under loading spouts.

  • Monitor loading processes to ensure that materials are loaded according to specifications.

  • Push or ride cars down slopes, or hook cars to cables and control cable drum brakes, to ease cars down inclines.

  • Observe hand signals, grade stakes, or other markings when operating machines.

  • Examine roadway and clear obstructions from the path of travel.

  • Replace hydraulic hoses, headlight bulbs, and gathering-arm teeth.

  • Advance machines to gather material and convey it into cars.

  • Handle high voltage sources and hang electrical cables.

  • Stop gathering arms when cars are full.

  • Control conveyors that run the entire length of shuttle cars to distribute loads as loading progresses.

  • Pry off loose material from roofs and move it into the paths of machines, using crowbars.

  • Move trailing electrical cables clear of obstructions, using rubber safety gloves.

  • Operate levers to move conveyor booms or shovels so that mine contents such as coal, rock, and ore can be placed into cars or onto conveyors.

  • Clean hoppers, and clean spillage from tracks, walks, driveways, and conveyor decking.

  • Observe and record car numbers, carriers, customers, tonnages, and grades and conditions of material.

  • Guide and stop cars by switching, applying brakes, or placing scotches, or wooden wedges, between wheels and rails.

  • Drive loaded shuttle cars to ramps and move controls to discharge loads into mine cars or onto conveyors.

  • Maintain records of materials moved.

  • Drive machines into piles of material blasted from working faces.

  • Measure, weigh, or verify levels of rock, gravel, or other excavated material to prevent equipment overloads.

  • Signal workers to move loaded cars.

  • Direct other workers to move stakes, place blocks, position anchors or cables, or move materials.

Technologies & Software

  • Procore AI
  • Inventory management systems
  • Microsoft Outlook
  • Microsoft Excel
  • Autodesk Construction AI
  • Microsoft Windows
  • ChatGPT (OpenAI)
  • Work time accounting software
  • Maintenance management software
  • Gemini for Workspace
  • Buildots AI
  • Mine maintenance software
  • Microsoft PowerPoint
  • Automated systems software
  • Power shovels
  • Hearing protection plugs
  • Rock breaking chisels
  • Trencher chisels
  • Sledgehammers
  • Claw hammers
  • Filter conveyor belts
  • Underground mining loaders
  • Crowbars
  • Hydraulic valve controls
  • Self-rescuers
  • Mobile radios
  • Electric shuttle cars
  • Channel lock pliers
  • Steel-toed boots
  • Oil guns
  • Diesel shuttle cars
  • Cap lamps
  • Pinch bars
  • Safety gloves
  • Payloaders
  • Underground mining bulldozer
  • Ratchet sets
  • Hand grease guns
  • Gathering-arm machines
  • Bucket belt conveyors
  • Protective respirators
  • Conveyor belt systems
  • Utility knives
  • Multipurpose screwdrivers
  • Underground mining excavators
  • Socket wrench sets
  • Electric switch controls
  • Portable fire extinguishers
  • Grease dispensing guns
  • Cable drawn scrapers
  • Protective glasses
  • Soil bucket chisels
  • Dust suppression systems
  • Reflective vests
  • Mining conveyor systems
  • Cleaning scrapers