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Automation Risk Analysis

Will “Coal Mine Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Coal Mine Inspector” will maybe 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Coal Mine Inspector” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mining and Geological Engineers, Including Mining Safety Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Conduct subsurface surveys to identify the characteristics of potential land or mining development sites. May specify the ground support systems, processes, and equipment for safe, economical, and environmentally sound extraction or underground construction activities. May inspect areas for unsafe geological conditions, equipment, and working conditions. May design, implement, and coordinate mine safety programs.

Avg. Annual Salary $108,940
Avg. Hourly Wage $52.37
Available Jobs (US) 6,770
Job Title & Hierarchy Code (SOC) Mining and Geological Engineers, Including Mining Safety Engineers #17-2151
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Mining and Geological Engineers, Including Mining Safety Engineers”

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Core Skills & Abilities

  • Evaluate data to develop new mining products, equipment, or processes.

  • Select or devise materials-handling methods and equipment to transport ore, waste materials, and mineral products efficiently and economically.

  • Test air to detect toxic gases and recommend measures to remove them, such as installation of ventilation shafts.

  • Prepare schedules, reports, and estimates of the costs involved in developing and operating mines.

  • Select locations and plan underground or surface mining operations, specifying processes, labor usage, and equipment that will result in safe, economical, and environmentally sound extraction of minerals and ores.

  • Supervise, train, and evaluate technicians, technologists, survey personnel, engineers, scientists or other mine personnel.

  • Lay out, direct, and supervise mine construction operations, such as the construction of shafts and tunnels.

  • Prepare technical reports for use by mining, engineering, and management personnel.

  • Implement and coordinate mine safety programs, including the design and maintenance of protective and rescue equipment and safety devices.

  • Select or develop mineral location, extraction, and production methods, based on factors such as safety, cost, and deposit characteristics.

  • Design mining and mineral treatment equipment and machinery in collaboration with other engineering specialists.

  • Monitor mine production rates to assess operational effectiveness.

  • Inspect mining areas for unsafe structures, equipment, and working conditions.

  • Design, implement, and monitor the development of mines, facilities, systems, or equipment.

  • Design, develop, and implement computer applications for use in mining operations such as mine design, modeling, or mapping or for monitoring mine conditions.

  • Devise solutions to problems of land reclamation and water and air pollution, such as methods of storing excavated soil and returning exhausted mine sites to natural states.

  • Conduct or direct mining experiments to test or prove research findings.

  • Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits.

Technologies & Software

  • Maptek Vulcan
  • GitHub Copilot
  • Kimi (Moonshot AI)
  • Autodesk AI
  • Statistical software
  • VMware
  • Mincom MineScape
  • Autodesk AutoCAD Civil 3D
  • CyberArk
  • Claude (Anthropic)
  • RungePincockMinarco XPAC
  • Oracle Primavera Systems
  • Mistral (Mistral AI)
  • Oracle Database
  • Ventsim
  • Hellman & Schofield MP3
  • MySQL
  • MineSight
  • Geographic information system GIS systems
  • Schlumberger PIPESIM
  • Enterprise resource planning ERP software
  • Gemcom Whittle
  • Microsoft Project
  • RungePincockMinarco XERAS
  • GijimaAst Mining Solutions International Mine2-4D
  • Microsoft Excel
  • Microsoft Outlook
  • Gemini (Google)
  • Microsoft Access
  • Oracle JD Edwards EnterpriseOne
  • SAP software
  • GEO-SLOPE GeoStudio
  • Qwen (Alibaba)
  • Ohio Automation Integrated Computer Aided Mine Planning System ICAMPS
  • Promine
  • Carlson SurvCADD
  • Trimble Geomatics Office
  • Nova (Amazon)
  • Word processing software
  • Gemini Code Assist
  • Grok (xAI)
  • Business software applications
  • Gemcom Surpac
  • Computer aided design and drafting CADD software
  • Minemax iGantt
  • Llama (Meta)
  • Modular Mining Systems DISPATCH
  • Overland Conveyor Belt Analyst
  • Perplexity AI
  • Structure query language SQL
  • AutoCAD AI
  • Microsoft Windows
  • Bentley MicroStation
  • Microsoft SharePoint
  • Microsoft PowerPoint
  • Gemcom PCBC
  • DeepSeek
  • Microsoft Word
  • Microsoft Office software
  • ChatGPT (OpenAI)
  • Autodesk AutoCAD
  • ANSYS AI Simulation
  • Site mapping software
  • Universal serial bus USB flash drives
  • Clinometers
  • Digital plotters
  • Color plotting printers
  • Directional compasses
  • Computer scanners
  • Laptop computers
  • Global positioning system GPS receivers
  • Handheld calculators
  • Desktop computers
  • Combustible gas detectors
  • Measuring tapes
  • Geological hammers
  • Stratum compasses
  • Personal computers