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Automation Risk Analysis

Will “Flight Controls Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Flight Controls 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%

“Flight Controls 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

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

  • Direct aerospace research and development programs.

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

  • 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.

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

  • 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.

  • Maintain records of performance reports for future reference.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles