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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

  • Compute usable amounts of items in shipments.

  • 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.

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • 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.

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles