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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 usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles