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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

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

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

Technologies & Software

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

Alternative Job Titles