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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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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 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.

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

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

Technologies & Software

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