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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.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • Solicit new business.

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles