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Automation Risk Analysis

Will “Propeller Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Propeller 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%

“Propeller 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

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

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

  • Position products, components, or parts for testing.

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

  • 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.

  • 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.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles