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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 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.

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

  • 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.

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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