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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

  • 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.

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

Technologies & Software

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