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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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles