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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

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

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

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

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

  • 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.

  • 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.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles