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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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles