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Automation Risk Analysis

Will “Box 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 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 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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles