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

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

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

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

  • Direct aerospace research and development programs.

  • 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.

  • Maintain records of performance reports for future reference.

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles