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Automation Risk Analysis

Will “Geophysical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Geophysical Engineer” 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%

“Geophysical Engineer” 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 technical reports for use by mining, engineering, and management personnel.

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

Technologies & Software

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