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Automation Risk Analysis

Will “Car Dumper” be Automated?

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AI Exposure Risk

44%

“Car Dumper” 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%

“Car Dumper” 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

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

  • 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.

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

  • 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.

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

  • Signal workers to move loaded cars.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

  • Maintain records of materials moved.

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

  • Handle high voltage sources and hang electrical cables.

  • Stop gathering arms when cars are full.

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

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

Technologies & Software

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