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Automation Risk Analysis

Will “QA Inspector (Quality Assurance Inspector)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“QA Inspector (Quality Assurance 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%

“QA Inspector (Quality Assurance 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

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles