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Automation Risk Analysis

Will “Flight Dynamicist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Flight Dynamicist” 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%

“Flight Dynamicist” 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

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

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

  • 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.

  • Direct aerospace research and development programs.

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

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

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

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

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

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

Technologies & Software

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

Alternative Job Titles