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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles