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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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles