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Automation Risk Analysis

Will “Circuitry Negative Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Circuitry Negative Inspector” 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%

“Circuitry Negative Inspector” 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles