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Automation Risk Analysis

Will “Lithographed Plate Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Lithographed Plate 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%

“Lithographed Plate 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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Alternative Job Titles