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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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles