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Automation Risk Analysis

Will “Structures Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Structures 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%

“Structures 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

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

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

  • 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.

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

  • Maintain records of performance reports for future reference.

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

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

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

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

  • Direct aerospace research and development programs.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles