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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

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

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

  • 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.

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles