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Automation Risk Analysis

Will “Metal 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%

“Metal 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%

“Metal 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.

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

Technologies & Software

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