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Automation Risk Analysis

Will “Tailings Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Tailings 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%

“Tailings 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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

  • 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.

Technologies & Software

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