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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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles