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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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Provide technical customer service.

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

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

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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles