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Automation Risk Analysis

Will “Shipping Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Shipping 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%

“Shipping 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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles