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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

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

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

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

  • Finish vehicle instrumentation and deinstrumentation.

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

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

  • 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.

  • Design electrical and mechanical systems for avionic instrumentation applications.

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

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

Technologies & Software

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