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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.

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles