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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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

  • Direct aerospace research and development programs.

Technologies & Software

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

Alternative Job Titles