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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

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

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles