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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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

Technologies & Software

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

Alternative Job Titles