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Automation Risk Analysis

Will “Quality Auditor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Quality Auditor” 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 Auditor” 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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles