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Automation Risk Analysis

Will “Performance Technician” be Automated?

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AI Exposure Risk

33%

“Performance 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%

“Performance 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
ℹ️

Data is based on the reference occupation: “Automotive Engineering Technicians”

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Core Skills & Abilities

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

  • 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.

  • Fabricate new or modify existing prototype components or fixtures.

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

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

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

  • Build instrumentation or laboratory test equipment for special purposes.

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

Technologies & Software

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