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Automation Risk Analysis

Will “Weapons Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Weapons Engineer” 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 Engineer” 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

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

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

  • 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.

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

  • Solicit new business.

  • 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.

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles