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Automation Risk Analysis

Will “Coke Loader” be Automated?

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AI Exposure Risk

44%

“Coke 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%

“Coke 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

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

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

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

  • 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.

  • 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.

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

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

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

  • Maintain records of materials moved.

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

  • Stop gathering arms when cars are full.

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

  • Signal workers to move loaded cars.

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

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

  • Handle high voltage sources and hang electrical cables.

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

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

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

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

  • 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.

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

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

Technologies & Software

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