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Automation Risk Analysis

Will “Finished Stock Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Finished Stock 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%

“Finished Stock 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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles