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Automation Risk Analysis

Will “Systems Requirements Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Systems Requirements 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%

“Systems Requirements 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

  • Direct aerospace research and development programs.

  • 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.

  • 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.

  • 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.

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

  • Maintain records of performance reports for future reference.

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles