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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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

Technologies & Software

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

Alternative Job Titles