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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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles