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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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles