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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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles