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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

  • 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.

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

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

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

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

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

  • Handle high voltage sources and hang electrical cables.

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

  • Stop gathering arms when cars are full.

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

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

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

  • Maintain records of materials moved.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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