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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

  • 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.

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

Alternative Job Titles