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Automation Risk Analysis

Will “Weapons Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Weapons Designer” 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 57% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

35%

“Weapons Designer” 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 35% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Mechanical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning and designing tools, engines, machines, and other mechanically functioning equipment. Oversee installation, operation, maintenance, and repair of equipment such as centralized heat, gas, water, and steam systems.

Avg. Annual Salary $110,080
Avg. Hourly Wage $52.92
Available Jobs (US) 286,760
Job Title & Hierarchy Code (SOC) Mechanical Engineers #17-2141
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Mechanical Engineers”

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Core Skills & Abilities

  • Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.

  • Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.

  • Design test control apparatus or equipment or develop procedures for testing products.

  • Apply engineering principles or practices to emerging fields, such as robotics, waste management, or biomedical engineering.

  • Recommend the use of utility or energy services that minimize carbon footprints.

  • Confer with engineers or other personnel to implement operating procedures, resolve system malfunctions, or provide technical information.

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Estimate costs or submit bids for engineering, construction, or extraction projects.

  • Design integrated mechanical or alternative systems, such as mechanical cooling systems with natural ventilation systems, to improve energy efficiency.

  • Solicit new business.

  • Evaluate mechanical designs or prototypes for energy performance or environmental impact.

  • Develop, coordinate, or monitor all aspects of production, including selection of manufacturing methods, fabrication, or operation of product designs.

  • Establish or coordinate the maintenance or safety procedures, service schedule, or supply of materials required to maintain machines or equipment in the prescribed condition.

  • Assist drafters in developing the structural design of products, using drafting tools or computer-assisted drafting equipment or software.

  • Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.

  • Study industrial processes to maximize the efficiency of equipment applications, including equipment placement.

  • Perform personnel functions, such as supervision of production workers, technicians, technologists, or other engineers.

  • Develop or test models of alternate designs or processing methods to assess feasibility, sustainability, operating condition effects, potential new applications, or necessity of modification.

  • Write performance requirements for product development or engineering projects.

  • Calculate energy losses for buildings, using equipment such as computers, combustion analyzers, or pressure gauges.

  • Direct the installation, operation, maintenance, or repair of renewable energy equipment, such as heating, ventilating, and air conditioning (HVAC) or water systems.

  • Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.

  • Provide technical customer service.

  • Select or install combined heat units, power units, cogeneration equipment, or trigeneration equipment that reduces energy use or pollution.

  • Provide feedback to design engineers on customer problems or needs.

  • Conduct research that tests or analyzes the feasibility, design, operation, or performance of equipment, components, or systems.

  • Oversee installation, operation, maintenance, or repair to ensure that machines or equipment are installed and functioning according to specifications.

  • Research and analyze customer design proposals, specifications, manuals, or other data to evaluate the feasibility, cost, or maintenance requirements of designs or applications.

Technologies & Software

  • National Instruments LabVIEW
  • Motion analysis software
  • Dassault Systemes CATIA
  • Gemini Code Assist
  • Oracle JD Edwards EnterpriseOne
  • Statistical energy analysis SEA software
  • Finite element method FEM software
  • Mistral (Mistral AI)
  • AutoCAD AI
  • SolidWorks COSMOSWorks
  • Microsoft Visual Basic
  • Computational fluid dynamics CFD software
  • InnovMetric PolyWorks
  • Teradata Database
  • ANSYS simulation software
  • DeepSeek
  • Mathsoft Mathcad
  • Adobe Illustrator
  • Microsoft Project
  • Data acquisition software
  • Microsoft Office software
  • Mesh generation software
  • Metrix Imageware Surfacer
  • Bill of materials software
  • ChatGPT (OpenAI)
  • Design of experiments DOE software
  • Rockwell Automation software
  • Life cycle cost software
  • Microsoft Visual Basic for Applications VBA
  • Adobe ActionScript
  • Microsoft Visio
  • SmugMug Flickr
  • C
  • ReliaSoft BlockSim
  • ReliaSoft Weibull++ 6
  • Microsoft Access
  • Nova (Amazon)
  • Minitab
  • Llama (Meta)
  • Computer numerical control CNC software
  • Puppet
  • Perl
  • Autodesk AI
  • Blink
  • Chef
  • Failure mode and effects analysis FMEA software
  • Perforce Helix software
  • Reliability analysis software
  • Microsoft Dynamics
  • Verilog
  • Sigmetrix CETOL 6 Sigma
  • Optical analysis software
  • Microsoft Outlook
  • G-code
  • Cost estimating software
  • Computer aided design and drafting software CADD
  • Blue Ridge Numerics CFDesign
  • Microsoft SharePoint
  • GitHub Copilot
  • Claude (Anthropic)
  • PTC Creo Parametric
  • ANSYS AI Simulation
  • Microsoft Word
  • UGS I-DEAS
  • Grid generation software
  • Statistical software
  • C++
  • Reverse engineering software
  • Failure assessment software
  • Python
  • Lambda Research OSLO
  • Shell script
  • Human machine interface HMI software
  • R
  • Microsoft Excel
  • Microsoft SQL Server
  • Intergraph Plant Design System PDS
  • Ladder Logic
  • Zemax
  • Autodesk Revit
  • Oracle Primavera Enterprise Project Portfolio Management
  • Video analysis software
  • Autodesk AutoCAD
  • Trimble SketchUp Pro
  • MUMPS M
  • The MathWorks MATLAB
  • Supervisory control and data acquisition SCADA software
  • MAYA Nastran
  • Grok (xAI)
  • Rapid prototyping software
  • Computer aided manufacturing CAM software
  • Microsoft Exchange
  • Accelerated life testing software
  • IBM Notes
  • Autodesk AutoCAD Civil 3D
  • 1CadCam Unigraphics
  • Geographic information system GIS software
  • Dassault Systemes SolidWorks
  • Perplexity AI
  • Microsoft PowerPoint
  • SAP software
  • Modal analysis software
  • Hewlett-Packard HP Graphics Language HPGL
  • Bentley MicroStation
  • Gemini (Google)
  • Qwen (Alibaba)
  • ReliaSoft Alta 6 Pro
  • Kimi (Moonshot AI)
  • ESRI ArcGIS software
  • Position transducers
  • Sputtering systems
  • Optical laser scanners
  • Rapid thermal processing systems
  • Infrared thermography cameras
  • Vibration control systems
  • Acoustic emission AE sensors
  • Computed tomography CT systems
  • Environmental testing chambers
  • Wire bonders
  • Pattern generators
  • Contact lithography equipment
  • Video editing equipment
  • Photoelastic testing machines
  • Contact testers
  • Laser Doppler velocimeters LDV
  • Optical sensors
  • Ellipsometers
  • X ray tubes
  • Multi-pen plotters
  • Digital to analog converters
  • Multimeters
  • Spin-coaters
  • Dynamometers
  • Spectrum analyzers
  • Supersonic wind tunnels
  • Coordinate measuring machines CMM
  • Pitot tubes
  • Surface profilometers
  • Anodic wafer bonding systems
  • Velocity transducers
  • Interferometric microscopes
  • Flip-chip wafer bonding systems
  • Interferometers
  • Vibration isolators
  • Projection lithography equipment
  • Analog to digital converters
  • Fused deposition modeling FDM machines
  • Force transducers
  • Vapor deposition tube furnaces
  • Scanning tunneling microscopes STM
  • Steppers
  • Subsonic wind tunnels
  • Stylus profilometers
  • Cryogenic apparatus
  • Laser digitizers
  • Heat exchangers
  • Chemical-mechanical polishing equipment
  • Vibration testers
  • Accelerometers
  • Torsional converters
  • X ray radiographic systems
  • Torque transducers
  • Wafer bonding systems
  • Radio frequency sensors
  • Aligners
  • Programmable logic controllers PLC
  • Wafer dicing saws
  • Servohydraulic material testing machines
  • Air compressors
  • Plasma etchers
  • Laser Doppler anemometers
  • Evaporation systems
  • Precision positioning tables
  • Oscilloscopes
  • Function generators
  • Fluorescence spectrometers
  • Deep reactive ion etchers DRIE
  • Strain gauges
  • Wire electrical discharge machines
  • Personal computers
  • Dynamic strain indicators
  • Digital particle image velocimeters
  • Scanning electron microscopes SEM
  • Scanning probe microscopes SPM
  • Nano indentation systems

Alternative Job Titles