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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

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

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

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

  • 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.

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

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

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

  • 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.

  • Build instrumentation or laboratory test equipment for special purposes.

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

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

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

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

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

  • 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.

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

Technologies & Software

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