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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

  • 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.

  • 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.

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

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

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

  • 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.

  • Direct aerospace research and development programs.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles