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Automation Risk Analysis

Will “Project Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Project 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%

“Project 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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

Technologies & Software

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