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Automation Risk Analysis

Will “Print Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Print 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%

“Print 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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles