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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

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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