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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

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

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

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

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

  • 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.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles