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Automation Risk Analysis

Will “Mining Shovel Operator” be Automated?

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AI Exposure Risk

42%

“Mining Shovel 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 42% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

68%

“Mining Shovel 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 68% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Excavating and Loading Machine and Dragline Operators, Surface Mining, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate or tend machinery at surface mining site, equipped with scoops, shovels, or buckets to excavate and load loose materials.

Avg. Annual Salary $57,860
Avg. Hourly Wage $27.82
Available Jobs (US) 34,210
Job Title & Hierarchy Code (SOC) Excavating and Loading Machine and Dragline Operators, Surface Mining #47-5022
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Excavating and Loading Machine and Dragline Operators, Surface Mining”

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Core Skills & Abilities

  • Move materials over short distances, such as around a construction site, factory, or warehouse.

  • Perform manual labor to prepare or finish sites, such as shoveling materials by hand.

  • Become familiar with digging plans, machine capabilities and limitations, and efficient and safe digging procedures in a given application.

  • Measure and verify levels of rock or gravel, bases, or other excavated material.

  • Handle slides, mud, or pit cleanings or maintenance.

  • Observe hand signals, grade stakes, or other markings when operating machines so that work can be performed to specifications.

  • Create or maintain inclines or ramps.

  • Direct ground workers engaged in activities such as moving stakes or markers, or changing positions of towers.

  • Set up or inspect equipment prior to operation.

  • Operate machinery to perform activities such as backfilling excavations, vibrating or breaking rock or concrete, or making winter roads.

  • Move levers, depress foot pedals, and turn dials to operate power machinery, such as power shovels, stripping shovels, scraper loaders, or backhoes.

  • Adjust dig face angles for varying overburden depths and set lengths.

  • Lubricate, adjust, or repair machinery and replace parts, such as gears, bearings, or bucket teeth.

  • Direct workers engaged in placing blocks or outriggers to prevent capsizing of machines when lifting heavy loads.

  • Receive written or oral instructions regarding material movement or excavation.

  • Drive machines to work sites.

Technologies & Software

  • Microsoft Word
  • Google Gmail
  • Machine monitoring software
  • Word processing software
  • Microsoft Windows
  • Machine control systems
  • Microsoft Outlook
  • ChatGPT (OpenAI)
  • Autodesk Construction AI
  • Microsoft PowerPoint
  • Microsoft Excel
  • Microsoft Office software
  • Procore AI
  • Buildots AI
  • Spreadsheet software
  • Email software
  • Gemini for Workspace
  • Wheel blocks
  • Laser levels
  • Excavator backhoes
  • Skid steer loaders
  • Lifting slings
  • Rock hammers
  • Claw hammers
  • Adjustable wrenches
  • Hydraulic excavators
  • Wheeled front end loaders
  • Wireless touch screen monitors
  • Trencher excavator attachments
  • Walking draglines
  • Front and back shovel wheel loaders
  • Earthmover standard buckets
  • Mud buckets
  • Self-loader trailers
  • Power augers
  • Rock crushers
  • Rock trucks
  • Computer terminals
  • Flatbed truck trailers
  • Truck excavators
  • Compact excavators
  • Forklifts
  • Dump trucks
  • Straight screwdrivers
  • Low bed trailers
  • Hand grease guns
  • Wheeled excavators
  • Asphalt plants
  • Long reach excavators
  • Front end loaders
  • Grapplers
  • Engineers' levels
  • Air grease guns
  • Safety goggles
  • Measuring tapes
  • High bed trailers
  • Grading buckets
  • Backhoes
  • Rock buckets
  • Protective ear muffs
  • Respirators
  • Hand levels
  • Skip loaders
  • Crusher excavator buckets
  • Rock draglines
  • Concrete plants
  • Telescoping excavators
  • Phillips head screwdrivers
  • Locking pliers
  • Vacuum excavators
  • Grease guns
  • Water trucks
  • Wheel loaders
  • Crawler mounted draglines
  • Tire pressure gauges
  • Tracked excavators
  • Mini excavators

Alternative Job Titles