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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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • Monitor mine production rates to assess operational effectiveness.

  • 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.

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

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

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

Technologies & Software

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