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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

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

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

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

  • 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.

  • 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.

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

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

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

  • Maintain records of materials moved.

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

  • Signal workers to move loaded cars.

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

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

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

  • Stop gathering arms when cars are full.

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

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

Technologies & Software

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