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Automation Risk Analysis

Will “Aircraft Instrument Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Aircraft Instrument 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%

“Aircraft Instrument 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

  • 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.

  • Maintain records of performance reports for future reference.

  • Design or engineer filtration systems that reduce harmful emissions.

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

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

  • Direct aerospace research and development programs.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles