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Automation Risk Analysis

Will “Laboratory Technician (Lab Technician)” be Automated?

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AI Exposure Risk

33%

“Laboratory Technician (Lab 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%

“Laboratory Technician (Lab 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

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

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

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

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

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

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

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

  • Build instrumentation or laboratory test equipment for special purposes.

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

  • 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.

  • 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.

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

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

  • 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.

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

  • Fabricate new or modify existing prototype components or fixtures.

Technologies & Software

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