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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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles