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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

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

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

  • 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.

  • Signal workers to move loaded cars.

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

  • 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.

  • Maintain records of materials moved.

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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