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Automation Risk Analysis

Will “Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“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%

“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

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

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

  • 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.

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

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

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

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

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

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

Technologies & Software

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