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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

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

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles