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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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

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

Technologies & Software

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

Alternative Job Titles