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Automation Risk Analysis

Will “Aircraft Launching and Arresting Systems Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Aircraft Launching and Arresting Systems 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%

“Aircraft Launching and Arresting Systems 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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

Technologies & Software

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

Alternative Job Titles