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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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles