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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

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

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

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles