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Automation Risk Analysis

Will “Box Sealing Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Box Sealing 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%

“Box Sealing 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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles