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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

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

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

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

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

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

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

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

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

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

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

  • Solicit new business.

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

Technologies & Software

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

Alternative Job Titles