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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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

Technologies & Software

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

Alternative Job Titles