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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

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

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

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

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

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

  • 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.

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

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

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

  • Build instrumentation or laboratory test equipment for special purposes.

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

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

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

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

  • 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.

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

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

Technologies & Software

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