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Automation Risk Analysis

Will “Ram Car Operator” be Automated?

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AI Exposure Risk

44%

“Ram 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%

“Ram 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

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

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

  • Signal workers to move loaded cars.

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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • Stop gathering arms when cars are full.

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

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

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

  • Maintain records of materials moved.

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

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

  • 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.

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

  • Handle high voltage sources and hang electrical cables.

Technologies & Software

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