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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.

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

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

  • 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.

  • 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.

  • Direct aerospace research and development programs.

  • Maintain records of performance reports for future reference.

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

  • 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.

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

Technologies & Software

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

Alternative Job Titles