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Automation Risk Analysis

Will “Pipe Stress Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Pipe Stress 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%

“Pipe Stress 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

  • 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.

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

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

  • Maintain records of performance reports for future reference.

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

  • 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.

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

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

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

Technologies & Software

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

Alternative Job Titles