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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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

Technologies & Software

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