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Automation Risk Analysis

Will “Gasket Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Gasket 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%

“Gasket 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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • 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.

  • 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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles