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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 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.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles