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Automation Risk Analysis

Will “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%

“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%

“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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles