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Automation Risk Analysis

Will “Automotive Test Technician (Auto Test Technician)” be Automated?

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AI Exposure Risk

33%

“Automotive Test Technician (Auto Test 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%

“Automotive Test Technician (Auto Test 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

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

  • 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.

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

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

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

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

  • Fabricate new or modify existing prototype components or fixtures.

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

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

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

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

  • 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.

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

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

  • Build instrumentation or laboratory test equipment for special purposes.

  • 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.

Technologies & Software

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