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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

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

Technologies & Software

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