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Automation Risk Analysis

Will “Design Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Design Engineer” 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%

“Design Engineer” 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

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

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

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

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

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

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

  • 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.

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

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

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

  • Maintain records of performance reports for future reference.

  • Direct aerospace research and development programs.

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

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

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

Technologies & Software

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

Alternative Job Titles