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Automation Risk Analysis

Will “Monitor Car Operator” be Automated?

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AI Exposure Risk

44%

“Monitor Car 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%

“Monitor Car 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

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

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

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

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

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

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

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

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

  • 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.

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

  • Stop gathering arms when cars are full.

  • Maintain records of materials moved.

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

  • Signal workers to move loaded cars.

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

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

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

  • 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.

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

Technologies & Software

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