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Automation Risk Analysis

Will “Aviation Consultant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aviation Consultant” 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%

“Aviation Consultant” 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.

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

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

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

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

  • 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.

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

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

  • Maintain records of performance reports for future reference.

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles