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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

  • 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.

  • 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.

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

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

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

  • Direct aerospace research and development programs.

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

  • 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.

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

Technologies & Software

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

Alternative Job Titles