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Automation Risk Analysis

Will “Glove Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Glove Examiner” 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%

“Glove Examiner” 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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles