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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

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

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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

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

Technologies & Software

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