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Automation Risk Analysis

Will “Motor and Chassis Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Motor and Chassis 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Motor and Chassis Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Compute defect percentages or averages, using formulas and calculators.

  • Collect or select samples for testing or for use as models.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Position products, components, or parts for testing.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Compute usable amounts of items in shipments.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Mark items with details, such as grade or acceptance-rejection status.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Analyze test data, making computations as necessary, to determine test results.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

Technologies & Software

  • Mastercam Design
  • Computer-aided inspection software
  • Llama (Meta)
  • IBM Lotus Notes
  • Microsoft Outlook
  • FileMaker Pro
  • Siemens Industrial AI
  • Inspection marking systems
  • Wilcox Associates PC-DMIS Inspection Planner
  • Medical condition coding software
  • IBM Notes
  • ChatGPT (OpenAI)
  • Minitab
  • Microsoft Visio
  • Design of experiments DOE software
  • Gemini (Google)
  • SAP software
  • Selenium
  • Nova (Amazon)
  • Microsoft Word
  • Microsoft PowerPoint
  • Statistical process control SPC data collection devices
  • Computer assisted design software
  • Data analysis software
  • Dassault Systemes SolidWorks
  • R
  • Microsoft Access
  • DeepSeek
  • Microsoft Office software
  • Claude (Anthropic)
  • Rockwell Automation AI
  • Cybermetrics GAGETrak
  • Autodesk AutoCAD
  • Microsoft Excel
  • Mistral (Mistral AI)
  • Data entry software
  • Structured query language SQL
  • Kimi (Moonshot AI)
  • Cognex Vision AI
  • Mastercam computer-aided design and manufacturing software
  • Grok (xAI)
  • Apache Pig
  • ABB AI Robotics
  • Verisurf Metrology
  • Database software
  • Coordinate measuring machine software
  • Tolerance analysis software
  • Label inspection systems
  • Skype
  • Apache Hive
  • Microsoft SharePoint
  • Qwen (Alibaba)
  • The MathWorks MATLAB
  • Dassault Systemes CATIA
  • Extensible markup language XML
  • Atlassian JIRA
  • Sight Machine AI
  • Eddy current probes
  • Laser thickness gauges
  • Verisurf Master3DGage
  • Holographic interferometers
  • Ammeters
  • Sorting machines
  • Industrial bench scales
  • Pulse generators
  • Backplane testers
  • Plug gauges
  • Tensile testers
  • Compression testers
  • Mass flow leak testers
  • Penetrant flaw detectors
  • Depth gauges
  • Hydraulic pumps
  • Sampling oscilloscopes
  • Height gauges
  • Plotters
  • Continuity testers
  • Hardness testers
  • Micrometers
  • Digital resistance meters
  • Bit error rate testers BERT
  • Conductivity meters
  • Shock testers
  • Resistivity meters
  • Force transducers
  • Calipers
  • Color spectrometers
  • Hipot testers
  • Overhead cranes
  • Hydraulic lifts
  • Direct current DC power testers
  • Frequency meters
  • Measuring microscopes
  • Strain gauges
  • Logic test systems
  • Return loss calibrator RLC passive component testers
  • Piezoelectric acceleration instruments
  • Printed circuit board PCB testers
  • Creep and stress relaxation testers
  • Radiographic flaw detectors
  • Capacitive acceleration instruments
  • Optical gauges
  • Optical comparators
  • Metallurgical microscopes
  • Thread gauges
  • Accelerometers
  • Digital multimeters
  • Personal computers
  • Calorimetric leak testers
  • Shear testers
  • Pi tapes
  • Resonance acceleration instruments
  • Digital resistance thermometers
  • Beta gauges
  • Frequency counters
  • Impact hammers
  • Verisurf CMM Master
  • Power meters
  • Utrasonic flaw detectors
  • Manufacturing defect analyzers MDA
  • Linear or mixed signal equipment
  • Signal generators
  • Resistance meters
  • Verisurf 3Dgage
  • Vibration and shaker systems
  • Gloss meters
  • Magnetic particle flaw detectors
  • Ductility testers
  • Fatigue testers
  • Eddy current flaw detectors
  • In-circuit testers
  • Multimeters
  • Viscometers
  • Laser shearography flaw detectors
  • Bubble leak testers
  • Forklifts
  • Environmental chambers
  • Moisture meters
  • Function generators
  • Impact toughness testers
  • Digital voltmeters DVM
  • Pin gauges
  • Magnetic induction acceleration instruments
  • Coordinate measuring machines CMM
  • Null-balance acceleration instruments

Alternative Job Titles