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Automation Risk Analysis

Will “Weight Control Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #79 of 702. Estimated risk: 1.7%

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AI Exposure Risk

62%

“Weight Control 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%

“Weight Control 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

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

  • 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.

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

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

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

  • Maintain records of performance reports for future reference.

  • 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.

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

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

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

  • Design or engineer filtration systems that reduce harmful emissions.

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

  • 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

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

Alternative Job Titles