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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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

  • Maintain records of performance reports for future reference.

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

  • Direct aerospace research and development programs.

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles