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Automation Risk Analysis

Will “Safety Representative” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Safety Representative” 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%

“Safety Representative” 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.

  • 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.

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

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

  • Monitor mine production rates to assess operational effectiveness.

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

  • 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.

  • 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.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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