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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

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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