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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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles