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Automation Risk Analysis

Will “Weapons Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #119 of 702. Estimated risk: 3.7%

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AI Exposure Risk

53%

“Weapons 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

36%

“Weapons 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 36% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Commercial and Industrial Designers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design and develop manufactured products, such as cars, home appliances, and children's toys. Combine artistic talent with research on product use, marketing, and materials to create the most functional and appealing product design.

Avg. Annual Salary $88,000
Avg. Hourly Wage $42.31
Available Jobs (US) 30,250
Job Title & Hierarchy Code (SOC) Commercial and Industrial Designers #27-1021
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Commercial and Industrial Designers”

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Core Skills & Abilities

  • Modify and refine designs, using working models, to conform with customer specifications, production limitations, or changes in design trends.

  • Supervise assistants' work throughout the design process.

  • Evaluate feasibility of design ideas, based on factors such as appearance, safety, function, serviceability, budget, production costs/methods, and market characteristics.

  • Develop manufacturing procedures and monitor the manufacture of their designs in a factory to improve operations and product quality.

  • Design graphic material for use as ornamentation, illustration, or advertising on manufactured materials and packaging or containers.

  • Participate in new product planning or market research, including studying the potential need for new products.

  • Advise corporations on issues involving corporate image projects or problems.

  • Investigate product characteristics such as the product's safety and handling qualities, its market appeal, how efficiently it can be produced, and ways of distributing, using, and maintaining it.

  • Prepare sketches of ideas, detailed drawings, illustrations, artwork, or blueprints, using drafting instruments, paints and brushes, or computer-aided design equipment.

  • Confer with engineering, marketing, production, or sales departments, or with customers, to establish and evaluate design concepts for manufactured products.

  • Develop industrial standards and regulatory guidelines.

  • Research production specifications, costs, production materials, and manufacturing methods and provide cost estimates and itemized production requirements.

  • Present designs and reports to customers or design committees for approval and discuss need for modification.

  • Fabricate models or samples in paper, wood, glass, fabric, plastic, metal, or other materials, using hand or power tools.

  • Read publications, attend showings, and study competing products and design styles and motifs to obtain perspective and generate design concepts.

  • Coordinate the look and function of product lines.

  • Direct and coordinate the fabrication of models or samples and the drafting of working drawings and specification sheets from sketches.

Technologies & Software

  • Microsoft Excel
  • Adobe Photoshop
  • Adobe Creative Cloud software
  • Autodesk AliasStudio
  • Nova (Amazon)
  • Apache Maven
  • DeepSeek
  • Adobe Firefly
  • C++
  • Perplexity AI
  • Siemens NX
  • McNeel Rhinoceros 3D
  • DALL-E 3 (OpenAI)
  • Python
  • Delphi Technology
  • Ashlar-Vellum Cobalt
  • Geometric CAMWorks
  • JavaScript
  • Minitab
  • Email software
  • Udio
  • IBM Notes
  • Midjourney
  • Sora (OpenAI)
  • PTC Creo Parametric
  • Chaos Group V-Ray
  • Autodesk Maya
  • Apple iOS
  • Kimi (Moonshot AI)
  • Cascading style sheets CSS
  • Eko
  • Corel Painter
  • Suno AI
  • C#
  • Finite element analysis software
  • Grok (xAI)
  • 1CadCam Unigraphics
  • Trimble SketchUp Pro
  • Adobe After Effects
  • Maxon Cinema 4D
  • ESRI ArcGIS software
  • Napkin AI
  • Adobe InDesign
  • Claude (Anthropic)
  • ElevenLabs
  • Siemens UGS NX
  • Autodesk AutoCAD
  • CapCut AI
  • Verilog
  • Adobe Illustrator
  • Figma
  • Corel CorelDraw Graphics Suite
  • Llama (Meta)
  • Adobe Acrobat
  • Gemini for Workspace
  • InVision software
  • Microsoft Office software
  • Microsoft PowerPoint
  • Software as a service SaaS
  • Qwen (Alibaba)
  • Autodesk Revit
  • Runway ML
  • SAP software
  • The MathWorks MATLAB
  • C
  • Dassault Systemes CATIA
  • Gemini (Google)
  • Microsoft Access
  • Adobe FreeHand MX
  • National Instruments LabVIEW
  • Dassault Systemes SolidWorks
  • Computer aided manufacturing CAM software
  • Xara Designer Pro
  • Recraft
  • Web browser software
  • LoveArt AI
  • Microsoft Word
  • Kapwing
  • Microsoft Publisher
  • Microsoft Project
  • Mistral (Mistral AI)
  • jQuery
  • Hypertext markup language HTML
  • Autodesk 3ds Max
  • ChatGPT (OpenAI)
  • QuarkXPress
  • Universal serial bus USB flash drives
  • Laptop computers
  • Desktop computers
  • Personal computers
  • Compact digital cameras
  • Liquid crystal display LCD video projectors