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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

  • Select or devise materials-handling methods and equipment to transport ore, waste materials, and mineral products efficiently and economically.

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

  • 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.

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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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