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Automation Risk Analysis

Will “Surgical Garment Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Surgical Garment 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%

“Surgical Garment 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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Alternative Job Titles