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Automation Risk Analysis

Will “Automation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Automation 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%

“Automation 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.

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

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

  • Maintain records of performance reports for future reference.

  • Direct aerospace research and development programs.

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

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

  • 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.

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles