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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

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

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

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

  • Signal workers to move loaded cars.

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

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

  • 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.

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

  • 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.

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

  • 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.

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

  • Stop gathering arms when cars are full.

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

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

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

Technologies & Software

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