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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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles