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Automation Risk Analysis

Will “Car Pincher” be Automated?

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AI Exposure Risk

44%

“Car Pincher” 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 Pincher” 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

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

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

  • Maintain records of materials moved.

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

  • 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.

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

  • Stop gathering arms when cars are full.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Signal workers to move loaded cars.

  • 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.

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

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

Technologies & Software

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