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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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

  • Stop gathering arms when cars are full.

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

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

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

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

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

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

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

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

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

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

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

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

  • Maintain records of materials moved.

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

  • Signal workers to move loaded cars.

  • 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.

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

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

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

Technologies & Software

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