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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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles