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Automation Risk Analysis

Will “Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“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%

“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.

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

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

  • Direct aerospace research and development programs.

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • 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.

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

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

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

  • Maintain records of performance reports for future reference.

  • 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.

Technologies & Software

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

Alternative Job Titles