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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

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

  • Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.

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

  • Maintain records of performance reports for future reference.

  • 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.

  • 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.

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

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

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

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

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

  • Direct aerospace research and development programs.

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

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

Technologies & Software

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

Alternative Job Titles