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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

  • 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.

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

  • 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.

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

  • 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.

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

  • Select or devise materials-handling methods and equipment to transport ore, waste materials, and mineral products efficiently and economically.

  • 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.

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

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

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

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

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

Technologies & Software

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