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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

  • 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.

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles