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Automation Risk Analysis

Will “Glove Parts Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Glove Parts 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%

“Glove Parts 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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles