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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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

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

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

Technologies & Software

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