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Automation Risk Analysis

Will “Safety Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #189 of 702. Estimated risk: 14.0%

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AI Exposure Risk

60%

“Safety Analyst” 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 Analyst” 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.

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

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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