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Automation Risk Analysis

Will “Design Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Design 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%

“Design 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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

  • 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.

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

  • 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.

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

  • 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 biofuel performance specifications to determine feasibility for aerospace applications.

  • 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.

Technologies & Software

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

Alternative Job Titles