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Automation Risk Analysis

Will “Planning Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Planning 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%

“Planning 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

  • 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.

  • 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.

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Monitor mine production rates to assess operational effectiveness.

Technologies & Software

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