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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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles