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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

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

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

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

  • Direct aerospace research and development programs.

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

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

  • 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.

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

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

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

  • 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.

  • Maintain records of performance reports for future reference.

Technologies & Software

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

Alternative Job Titles