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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“QA Analyst (Quality Assurance Analyst)” 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 Analyst (Quality Assurance Analyst)” 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

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

  • 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 defect percentages or averages, using formulas and calculators.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles