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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

  • 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.

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

  • 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.

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

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

  • 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.

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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