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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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Monitor mine production rates to assess operational effectiveness.

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

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

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

Technologies & Software

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