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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Quality Assurance Monitor (QA Monitor)” 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%

“Quality Assurance Monitor (QA Monitor)” 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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

Technologies & Software

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

Alternative Job Titles