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Automation Risk Analysis

Will “Yard Loader” be Automated?

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AI Exposure Risk

44%

“Yard Loader” 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%

“Yard Loader” 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

  • Stop gathering arms when cars are full.

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

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

  • 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.

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

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

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

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

  • Signal workers to move loaded cars.

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

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

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

  • Maintain records of materials moved.

  • 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.

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

  • Handle high voltage sources and hang electrical cables.

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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