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Automation Risk Analysis

Will “Ore Dressing Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Ore Dressing 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%

“Ore Dressing 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

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

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

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

  • 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.

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

  • Monitor mine production rates to assess operational effectiveness.

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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