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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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles