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Automation Risk Analysis

Will “Flight Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Flight Analyst” 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 Analyst” 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

  • 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.

  • 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.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

  • 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 aerospace research and development programs.

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

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

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

  • Maintain records of performance reports for future reference.

Technologies & Software

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

Alternative Job Titles