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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

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

  • 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.

  • Direct aerospace research and development programs.

  • 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.

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

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

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

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

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

  • 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.

  • Maintain records of performance reports for future reference.

Technologies & Software

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

Alternative Job Titles