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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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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