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Automation Risk Analysis

Will “Durability Technician” be Automated?

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AI Exposure Risk

33%

“Durability Technician” will probably not 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 33% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

52%

“Durability Technician” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 52% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Automotive Engineering Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Assist engineers in determining the practicality of proposed product design changes and plan and carry out tests on experimental test devices or equipment for performance, durability, or efficiency.

Job Title & Hierarchy Code (SOC) Automotive Engineering Technicians #17-3027.01
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Data is based on the reference occupation: “Automotive Engineering Technicians”

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Core Skills & Abilities

  • Install equipment, such as instrumentation, test equipment, engines, or aftermarket products, to ensure proper interfaces.

  • Set up mechanical, hydraulic, or electric test equipment in accordance with engineering specifications, standards, or test procedures.

  • Build instrumentation or laboratory test equipment for special purposes.

  • Order new test equipment, supplies, or replacement parts.

  • Perform or execute manual or automated tests of automotive system or component performance, efficiency, or durability.

  • Recommend tests or testing conditions in accordance with designs, customer requirements, or industry standards to ensure test validity.

  • Analyze performance of vehicles or components that have been redesigned to increase fuel efficiency, such as camless or dual-clutch engines or alternative types of air-conditioning systems.

  • Maintain test equipment in operational condition by performing routine maintenance or making minor repairs or adjustments as needed.

  • Inspect or test parts to determine nature or cause of defects or malfunctions.

  • Test performance of vehicles that use alternative fuels, such as alcohol blends, natural gas, liquefied petroleum gas, biodiesel, nano diesel, or alternative power methods, such as solar energy or hydrogen fuel cells.

  • Fabricate new or modify existing prototype components or fixtures.

  • Analyze test data for automotive systems, subsystems, or component parts.

  • Read and interpret blueprints, schematics, work specifications, drawings, or charts.

  • Monitor computer-controlled test equipment, according to written or verbal instructions.

  • Document test results, using cameras, spreadsheets, documents, or other tools.

  • Participate in research or testing of computerized automotive applications, such as telemetrics, intelligent transportation systems, artificial intelligence, or automatic control.

  • Improve fuel efficiency by testing vehicles or components that use lighter materials, such as aluminum, magnesium alloy, or plastic.

  • Recommend product or component design improvements, based on test data or observations.

Technologies & Software

  • ANSYS AI Simulation
  • IBM Notes
  • A&D Technology iTest
  • Data acquisition software
  • Microsoft Office software
  • Autodesk AutoCAD Mechanical
  • National Instruments LabVIEW
  • Computer aided manufacturing CAM software
  • AutoCAD AI
  • Autodesk Inventor
  • Autodesk AI
  • PTC Creo Parametric
  • Microsoft Word
  • Microsoft Excel
  • Gemini Code Assist
  • ChatGPT (OpenAI)
  • SAP software
  • GitHub Copilot
  • Perplexity AI
  • Computer aided design CAD software
  • Function generators
  • Flow benches
  • Ignition oscilloscopes
  • Timing lights
  • Calipers
  • Oscilloscopes
  • Force gauges
  • Metal inert gas MIG welders
  • Leakage testers
  • Compression testers
  • Plasma cutters
  • Electronic engine analyzers
  • Computer numerical controlled CNC milling machines
  • Chassis dynamometers
  • Computerized numerical control CNC turning centers
  • Vibration testers
  • Tungsten inert gas TIG welding equipment
  • Engine lathes
  • Crack detection equipment
  • Exhaust gas analyzers
  • Frequency counters
  • High-vacuum tensile testing chambers
  • Pin gauges
  • Multimeters
  • Environmental chambers