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Automation Risk Analysis

Will “Coiled Coil Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Coiled Coil 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%

“Coiled Coil 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles