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Automation Risk Analysis

Will “Mining and Oil Field Equipment Test Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #193 of 702. Estimated risk: 16.0%

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AI Exposure Risk

60%

“Mining and Oil Field Equipment Test Engineer” 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

26%

“Mining and Oil Field Equipment Test Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 26% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Petroleum Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Devise methods to improve oil and gas extraction and production and determine the need for new or modified tool designs. Oversee drilling and offer technical advice.

Avg. Annual Salary $153,560
Avg. Hourly Wage $73.83
Available Jobs (US) 18,970
Job Title & Hierarchy Code (SOC) Petroleum Engineers #17-2171
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Petroleum Engineers”

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Core Skills & Abilities

  • Design or modify mining and oil field machinery and tools, applying engineering principles.

  • Maintain records of drilling and production operations.

  • Monitor production rates, and plan rework processes to improve production.

  • Coordinate the installation, maintenance, and operation of mining and oil field equipment.

  • Confer with scientific, engineering, and technical personnel to resolve design, research, and testing problems.

  • Supervise the removal of drilling equipment, the removal of any waste, and the safe return of land to structural stability when wells or pockets are exhausted.

  • Direct and monitor the completion and evaluation of wells, well testing, or well surveys.

  • Evaluate findings to develop, design, or test equipment or processes.

  • Inspect oil and gas wells to determine that installations are completed.

  • Interpret drilling and testing information for personnel.

  • Assign work to staff to obtain maximum utilization of personnel.

  • Specify and supervise well modification and stimulation programs to maximize oil and gas recovery.

  • Develop plans for oil and gas field drilling, and for product recovery and treatment.

  • Design and implement environmental controls on oil and gas operations.

  • Coordinate activities of workers engaged in research, planning, and development.

  • Write technical reports for engineering and management personnel.

  • Simulate reservoir performance for different recovery techniques, using computer models.

  • Assist engineering and other personnel to solve operating problems.

  • Assess costs and estimate the production capabilities and economic value of oil and gas wells, to evaluate the economic viability of potential drilling sites.

  • Take samples to assess the amount and quality of oil, the depth at which resources lie, and the equipment needed to properly extract them.

  • Conduct engineering research experiments to improve or modify mining and oil machinery and operations.

  • Analyze data to recommend placement of wells and supplementary processes to enhance production.

  • Test machinery and equipment to ensure that it is safe and conforms to performance specifications.

Technologies & Software

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  • AutoCAD AI
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  • GitHub Copilot
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  • C++
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  • Schlumberger ECLIPSE
  • IBM Notes
  • Enterprise resource planning ERP software
  • Gemini Code Assist
  • Landmark Graphics TOW/cs
  • GeoGraphix ARIES Portfolio
  • DeepSeek
  • Perplexity AI
  • Llama (Meta)
  • Web browser software
  • SAS
  • Software development tools
  • Autodesk AutoCAD
  • Microsoft Visual Studio
  • Microsoft Visio
  • Python
  • SAP software
  • Microsoft Office software
  • Kimi (Moonshot AI)
  • IHS Petra
  • R
  • Microsoft Word
  • ANSYS AI Simulation
  • Google Analytics
  • The MathWorks MATLAB
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  • Linux
  • TERRASCIENCES TerraStation
  • TIBCO Spotfire
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  • Oracle Database
  • Eclipse IDE
  • Grok (xAI)
  • Claude (Anthropic)
  • Finite element analysis FEA software
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  • Microsoft Outlook
  • Microsoft Access
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