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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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles