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Automation Risk Analysis

Will “Fuel-Efficient Aircraft Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Fuel-Efficient Aircraft Designer” 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Fuel-Efficient Aircraft Designer” 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Aerospace Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in designing, constructing, and testing aircraft, missiles, and spacecraft. May conduct basic and applied research to evaluate adaptability of materials and equipment to aircraft design and manufacture. May recommend improvements in testing equipment and techniques.

Avg. Annual Salary $141,180
Avg. Hourly Wage $67.88
Available Jobs (US) 68,440
Job Title & Hierarchy Code (SOC) Aerospace Engineers #17-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Aerospace Engineers”

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Core Skills & Abilities

  • Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.

  • Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations.

  • Evaluate and approve selection of vendors by studying past performance or new advertisements.

  • Direct aerospace research and development programs.

  • Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.

  • Evaluate biofuel performance specifications to determine feasibility for aerospace applications.

  • Maintain records of performance reports for future reference.

  • Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.

  • Design or engineer filtration systems that reduce harmful emissions.

  • Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.

  • Diagnose performance problems by reviewing reports or documentation from customers or field engineers or by inspecting malfunctioning or damaged products.

  • Analyze project requests, proposals, or engineering data to determine feasibility, productibility, cost, or production time of aerospace or aeronautical products.

  • Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles.

  • Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.

  • Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.

  • Design new or modify existing aerospace systems to reduce polluting emissions, such as nitrogen oxide, carbon monoxide, or smoke emissions.

Technologies & Software

  • Flexible dynamics modeling software
  • C
  • Finite element analysis FEA software
  • Nova (Amazon)
  • Dassault Systemes SolidWorks
  • Thermal Radiation Analysis System TRASYS
  • Universal Technical Systems TK Solver
  • Gemini (Google)
  • UNIX
  • National Instruments LabVIEW
  • PTC Pro/INTRALINK
  • Microsoft Access
  • Phoenix Integration ModelCenter
  • IBM Rational RequisitePro
  • Microsoft PowerPoint
  • Microsoft Word
  • IBM Rational DOORS
  • Southwest Research Institute NASGRO
  • Computational fluid dynamics CFD software
  • MSC Software Fatigue
  • MAYA Nastran
  • DeepSeek
  • Microsoft Visual Basic
  • Cullimore & Ring Technologies SINDA/FLUINT
  • Grid generation software
  • MSC Software Patran
  • Thermal analysis software
  • Altera Quartus II
  • Digital Equipment Corporation DIGITAL Fortran 90
  • Perplexity AI
  • Autodesk AI
  • Microsoft Excel
  • Computer aided design and drafting CADD software
  • Alstom ESARAD
  • Python
  • Image processing systems
  • MathWorks Simulink
  • Qwen (Alibaba)
  • AutoCAD AI
  • Computer-aided engineering CAE software
  • Autodesk AutoCAD
  • ChatGPT (OpenAI)
  • Fatigue analysis software
  • ANSYS simulation software
  • Grok (xAI)
  • Xilinx TMRTool
  • SAP software
  • GitHub Copilot
  • Gemini Code Assist
  • Finite element method FEM software
  • Microsoft Visio
  • Computer aided manufacturing CAM software
  • ANSYS AI Simulation
  • Kimi (Moonshot AI)
  • MSC Software Nastran
  • Collier Research HyperSizer
  • Mathsoft Mathcad
  • Microsoft Office software
  • Sun Microsystems Java
  • The MathWorks MATLAB
  • Microsoft Windows
  • Linux
  • Microsoft Outlook
  • Verilog
  • Stress analysis software
  • Analytical Graphics STK Expert Edition
  • Hewlett-Packard HP OpenVMS
  • ESI Group AutoSEA2
  • Extensible markup language XML
  • 1CadCam Unigraphics
  • Ada
  • Network Analysis SINDA-G
  • Formula translation/translator FORTRAN
  • Data acquisition systems
  • C++
  • Dassault Systemes Abaqus
  • Perl
  • K&K Associates Thermal Analysis Kit TAK
  • Claude (Anthropic)
  • Oracle Java
  • Cullimore & Ring Technologies Thermal Desktop
  • Thermal design software
  • Harvard Thermal TAS
  • Microsoft Visual Studio
  • Dassault Systemes CATIA
  • Maplesoft Maple
  • UGS Solid Edge
  • Structure query language SQL
  • IBM Rational ClearQuest
  • PTC Creo Parametric
  • Tecplot Focus
  • C#
  • Wolfram Research Mathematica
  • TEAM Engineering FEMAP
  • Microsoft Project
  • Llama (Meta)
  • IBM Rational ClearCase
  • Alstom ESATAN
  • Shell script
  • Thermal Synthesizer System TSS
  • Mistral (Mistral AI)
  • Spectrometers
  • Flight management systems FMS
  • Personal computers
  • Anechoic chambers
  • Axial flow turbines
  • Digital voltmeters DVM
  • Cluster computers
  • Surface grinding machines
  • Centerless grinders
  • Vibration isolation tables
  • Signal generators
  • Atomic force microscopes
  • Viscometers
  • Fiber optic interferometers
  • Flight simulators
  • Propellant combustion chambers
  • Wave analyzers
  • Terminal computers
  • Push/pull dynamometers
  • Axial flow compressor facilities
  • UNIX work stations
  • Profilometers
  • Argon-ion lasers
  • Laser Doppler velocimeters LDV
  • Digital oscilloscopes
  • Multi-axis mills
  • Force transducers
  • Lathes
  • Strain gauge balances
  • Vacuum facilities
  • Electronic flight instrument systems EFIS
  • Computer numerical controlled CNC milling machines
  • Ultrasonic inspection equipment
  • Power microwave generators
  • Plotters
  • Electronic pressure scanners
  • Acoustic emissions systems
  • Digital pressure gauges
  • Parallel computers
  • Load frames
  • Reflection polariscopes
  • Laboratory centrifugal pumps
  • Mainframe computers
  • Impact guns
  • Impinging jet apparatus
  • Lasers
  • Axial flow research fans
  • Welders
  • Fatigue testing machines
  • Laser velocimeters
  • Flow meters

Alternative Job Titles