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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.

  • Monitor mine production rates to assess operational effectiveness.

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

  • 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.

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

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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