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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

  • 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.

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

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

  • 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.

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

  • Examine maps, deposits, drilling locations, or mines to determine the location, size, accessibility, contents, value, and potential profitability of mineral, oil, and gas deposits.

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

  • 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.

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

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

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

  • 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.

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

Technologies & Software

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