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Automation Risk Analysis

Will “Wind Tunnel Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #290 of 702. Estimated risk: 48.0%

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AI Exposure Risk

46%

“Wind Tunnel Technician” will probably not 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 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

46%

“Wind Tunnel Technician” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 46% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Aerospace Engineering and Operations Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Operate, install, adjust, and maintain integrated computer/communications systems, consoles, simulators, and other data acquisition, test, and measurement instruments and equipment, which are used to launch, track, position, and evaluate air and space vehicles. May record and interpret test data.

Avg. Annual Salary $86,330
Avg. Hourly Wage $41.50
Available Jobs (US) 9,060
Job Title & Hierarchy Code (SOC) Aerospace Engineering and Operations Technologists and Technicians #17-3021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Aerospace Engineering and Operations Technologists and Technicians”

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Core Skills & Abilities

  • Design electrical and mechanical systems for avionic instrumentation applications.

  • Construct and maintain test facilities for aircraft parts and systems, according to specifications.

  • Fabricate and install parts and systems to be tested in test equipment, using hand tools, power tools, and test instruments.

  • Test aircraft systems under simulated operational conditions, performing systems readiness tests and pre- and post-operational checkouts, to establish design or fabrication parameters.

  • Operate and calibrate computer systems and devices to comply with test requirements and to perform data acquisition and analysis.

  • Confer with engineering personnel regarding details and implications of test procedures and results.

  • Finish vehicle instrumentation and deinstrumentation.

  • Identify required data, data acquisition plans, and test parameters, setting up equipment to conform to these specifications.

  • Inspect, diagnose, maintain, and operate test setups and equipment to detect malfunctions.

  • Record and interpret test data on parts, assemblies, and mechanisms.

  • Adjust, repair, or replace faulty components of test setups and equipment.

Technologies & Software

  • Data acquisition software
  • Perplexity AI
  • Bugzilla
  • Microsoft Access
  • Red Hat Enterprise Linux
  • Structured query language SQL
  • JavaScript
  • Word processing software
  • ANSYS AI Simulation
  • Microsoft Project
  • Python
  • Graphical user interface GUI design software
  • Autodesk AutoCAD
  • Debugging software
  • AutoCAD AI
  • Apache JMeter
  • Dassault Systemes SolidWorks
  • Inventory software
  • Hewlett Packard LoadRunner
  • Selenium
  • Autodesk AI
  • Atlassian JIRA
  • ChatGPT (OpenAI)
  • Apache Hadoop
  • Job control language JCL
  • Microsoft Excel
  • Gemini Code Assist
  • GitHub Copilot
  • Computer aided design CAD software
  • Vibration analysis software
  • SAP software
  • Oracle Database
  • Microsoft SharePoint
  • Microsoft Outlook
  • National Instruments LabVIEW
  • Oracle Java
  • Microsoft Visio
  • Microsoft Word
  • JUnit
  • Enterprise resource planning ERP software
  • Customer information control system CICS
  • Computerized numerical control CNC software
  • Extensible markup language XML
  • Dassault Systemes CATIA
  • Microsoft PowerPoint
  • Microsoft SQL Server
  • Linux
  • UNIX
  • Microsoft Office software
  • C++
  • Dye penetrant inspection equipment
  • Gantry mills
  • Thickness gauges
  • Magnetic particle inspection equipment
  • Countersinks
  • Digital force gauges
  • Paint booths
  • Socket wrenches
  • Infrared inspection equipment
  • Aligning punches
  • Computerized numerical control CNC lathes
  • Brazing hearths
  • Snap gauges
  • Box end wrenches
  • Taper taps
  • Safety goggles
  • Precision files
  • Dial calipers
  • Lasers
  • Shot peening equipment
  • Drill presses
  • Adjustable wrenches
  • Soft face hammers
  • Digital calipers
  • Theodolites
  • Telescopes
  • Combination wrenches
  • Borescopes
  • Bubble emission inspection equipment
  • Protractors
  • Power screwdrivers
  • Fluorescent penetrant inspection equipment
  • Fire extinguishers
  • Hook spanner wrenches
  • Spring calipers
  • Knife files
  • V blocks
  • Vixen files
  • Brazing equipment
  • Bleeder wrenches
  • X ray inspection equipment
  • Impact hammers
  • Prick punches
  • Eddy current inspection equipment
  • Vibration tables
  • Wire crimpers
  • Safety wire pliers
  • Twist drills
  • Depth micrometers
  • Offset screwdrivers
  • Computer numerical controlled CNC milling machines
  • Welding torches
  • Digital height gauges
  • Soldering irons
  • Planer gauges
  • Hand snips
  • Vibration transducers
  • Micrometers
  • Ultrasonic inspection equipment
  • Hydrasets
  • Gauge blocks
  • Electronic torque testers
  • Vertical turret lathes VTL
  • Gamma ray testing equipment
  • Shielded arc welding tools
  • Depth gauges
  • Bottoming taps
  • Shakers
  • Coordinate measuring machines CMM
  • Thermocouples
  • Small hole gauges
  • Telescoping gauges
  • Vibration testers
  • Split dies
  • Accelerometers
  • Gyroscopes
  • Steel rules
  • Digital torque wrenches
  • Air-supplying respirators
  • Layout compasses
  • Ball peen hammers
  • Go/no-go gauges
  • Pressure gauges
  • Mass spectrometers
  • Round files
  • Straightedges
  • Riveting tools
  • Forklifts
  • Skin mills
  • Straight chisels
  • Voltmeters
  • Gas arc welding equipment
  • Reed and Prince screwdrivers
  • Thread gauges
  • Alignment squares
  • Accelerometer sensors
  • Force transducers
  • Bore gauges
  • Scaffolding
  • Torque wrenches
  • Flow meters
  • Plug taps
  • Safety lanyards
  • Vernier calipers
  • Flat files
  • Center punches
  • Bench vises
  • Terminal computers
  • Plug gauges
  • Mallets
  • Mill files
  • Allen wrenches
  • Dividers
  • Air drills
  • Pin punches
  • Half-round files
  • Torx drivers
  • Multi-axis mills
  • Hacksaws
  • Scribers
  • Overhead cranes
  • Flat head screwdrivers
  • Purifying respirators
  • Tri-squares
  • Aviation snips
  • Strain gauge balances
  • Annealing ovens
  • Drive punches
  • Pyrotechnic initiators
  • Open end wrenches
  • Personal computers
  • Body harnesses