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Automation Risk Analysis

Will “Quality Control Checker (QC Checker)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Quality Control Checker (QC Checker)” 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 Control Checker (QC Checker)” 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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles