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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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Provide technical customer service.

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

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Solicit new business.

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

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

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

Technologies & Software

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

Alternative Job Titles