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Automation Risk Analysis

Will “Aviation Engineer Project Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aviation Engineer Project Manager” 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%

“Aviation Engineer Project Manager” 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

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

  • Direct aerospace research and development programs.

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

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

  • 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.

  • 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.

  • 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.

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

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

Technologies & Software

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

Alternative Job Titles