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Automation Risk Analysis

Will “Nonmetal 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%

“Nonmetal 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%

“Nonmetal 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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

  • 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.

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

Technologies & Software

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