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Automation Risk Analysis

Will “GNC Engineer (Guidance Navigation and 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%

“GNC Engineer (Guidance Navigation and 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%

“GNC Engineer (Guidance Navigation and 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

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

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

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

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

  • 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.

  • 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.

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

  • 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.

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

Technologies & Software

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

Alternative Job Titles