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Automation Risk Analysis

Will “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%

“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%

“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

  • Position products, components, or parts for testing.

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

  • 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.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles