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Automation Risk Analysis

Will “Mine Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Mine Analyst” 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%

“Mine Analyst” 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

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

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

Technologies & Software

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