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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

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

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

  • Direct aerospace research and development programs.

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

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

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

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

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

  • Maintain records of performance reports for future reference.

  • 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 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.

  • 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.

Technologies & Software

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

Alternative Job Titles