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Automation Risk Analysis

Will “Transportation Engineering Technician” be Automated?

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AI Exposure Risk

33%

“Transportation Engineering 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%

“Transportation Engineering 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

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

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

  • 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.

  • 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.

  • Build instrumentation or laboratory test equipment for special purposes.

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

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

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

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

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

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

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

  • Fabricate new or modify existing prototype components or fixtures.

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

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

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

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

Technologies & Software

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