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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

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

  • Monitor mine production rates to assess operational effectiveness.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

Technologies & Software

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