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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.

  • 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.

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

  • 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.

  • 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.

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

  • Maintain records of performance reports for future reference.

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

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

  • 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.

  • Direct aerospace research and development programs.

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

Technologies & Software

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

Alternative Job Titles