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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

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

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

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

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

  • Direct aerospace research and development programs.

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

  • Maintain records of performance reports for future reference.

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

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

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

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

Technologies & Software

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

Alternative Job Titles