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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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles