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Automation Risk Analysis

Will “Field Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Field 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%

“Field 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

  • 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.

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

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

  • 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.

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

  • 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.

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

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

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

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

Technologies & Software

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