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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

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

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

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

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

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

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

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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