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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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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