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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.

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

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

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

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

  • Finish vehicle instrumentation and deinstrumentation.

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

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

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

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

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

Technologies & Software

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