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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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

  • 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.

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles