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Automation Risk Analysis

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

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“QC Technician (Quality Control Technician)” 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%

“QC Technician (Quality Control Technician)” 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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles