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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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles