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Automation Risk Analysis

Will “Cloth Printing Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Cloth Printing 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%

“Cloth Printing 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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles