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Automation Risk Analysis

Will “Value Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Value 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%

“Value 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 biofuel performance specifications to determine feasibility for aerospace applications.

  • 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.

  • Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations.

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

  • Design or engineer filtration systems that reduce harmful emissions.

  • 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.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles