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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

  • Compute usable amounts of items in shipments.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles