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Automation Risk Analysis

Will “Motor Vehicles Inspector” be Automated?

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AI Exposure Risk

51%

“Motor Vehicles Inspector” will maybe 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 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Motor Vehicles Inspector” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect and monitor transportation equipment, vehicles, or systems to ensure compliance with regulations and safety standards.

Job Title & Hierarchy Code (SOC) Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation #53-6051.07
ℹ️

Data is based on the reference occupation: “Transportation Vehicle, Equipment and Systems Inspectors, Except Aviation”

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Core Skills & Abilities

  • Conduct remote inspections of motor vehicles, using handheld controllers and remotely directed vehicle inspection devices.

  • Identify modifications to engines, fuel systems, emissions control equipment, or other vehicle systems to determine the impact of modifications on inspection procedures or conclusions.

  • Review commercial vehicle logs, shipping papers, or driver and equipment records to detect any problems or to ensure compliance with regulations.

  • Conduct visual inspections of emission control equipment and smoke emitted from gasoline or diesel vehicles.

  • Prepare reports on investigations or inspections and actions taken.

  • Investigate incidents or violations, such as delays, accidents, and equipment failures.

  • Inspect vehicles or other equipment for evidence of abuse, damage, or mechanical malfunction.

  • Inspect vehicles or equipment to ensure compliance with rules, standards, or regulations.

  • Examine carrier operating rules, employee qualification guidelines, or carrier training and testing programs for compliance with regulations or safety standards.

  • Attach onboard diagnostics (OBD) scanner cables to vehicles to conduct emissions inspections.

  • Conduct vehicle or transportation equipment tests, using diagnostic equipment.

  • Investigate complaints regarding safety violations.

  • Issue notices and recommend corrective actions when infractions or problems are found.

  • Inspect repairs to transportation vehicles or equipment to ensure that repair work was performed properly.

Technologies & Software

  • Project44 AI Logistics
  • Gatik AI
  • Vehicle inspection databases
  • Past Inspection Query PIQ
  • Qwen (Alibaba)
  • Word processing software
  • Llama (Meta)
  • Microsoft PowerPoint
  • Claude (Anthropic)
  • Mobileye AI
  • Vehicle identification number VIN database
  • DeepSeek
  • Microsoft Office software
  • Microsoft Word
  • Structured query language SQL
  • Microsoft Outlook
  • Microsoft Excel
  • Nova (Amazon)
  • Diagnostic scanner software
  • Mistral (Mistral AI)
  • Law enforcement database software
  • ChatGPT (OpenAI)
  • ASPEN
  • Tesla Autopilot
  • Inspection Selection System ISS
  • Gemini (Google)
  • Waymo (Autonomous Driving)
  • Kimi (Moonshot AI)
  • Grok (xAI)
  • Commercial driver's license information system CDLIS
  • Tire tread depth gauges
  • Wheel blocks
  • Micrometers
  • Opacity meters
  • Wheel alignment gauges
  • Voltmeters
  • Tachometers
  • Vehicle weight scales
  • Service revolvers
  • Computer data input scanners
  • Passenger cars
  • Desktop computers
  • Onboard diagnostics OBD scanners
  • Floor jacks
  • Distance measuring wheels
  • Torque wrenches
  • Flammable gas detection meters
  • Measurement calipers
  • Dial indicators
  • Kingpin gauges
  • Rotor gauges
  • Go/no-go gauges
  • Laptop computers
  • Adjustable wrenches
  • Two way radios
  • Battery charge testers
  • Steel measuring tapes
  • Platform scales
  • Dynamometers
  • Locking pliers
  • Handheld computers
  • Battery test hydrometers
  • Straight screwdrivers
  • Stroboscopes
  • Digital timing lights
  • Barcode scanners
  • Tire pressure gauges
  • Precision rulers
  • Hydraulic automobile lifts
  • Digital cameras
  • Exhaust analyzers
  • Decelerometers
  • Personal computers

Alternative Job Titles