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Automation Risk Analysis

Will “Site 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%

“Site 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%

“Site 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

  • 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.

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

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

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

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

  • 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.

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

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

  • 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.

  • 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 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.

Technologies & Software

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