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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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles