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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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

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

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

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

  • 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 feedback to design engineers on customer problems or needs.

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

  • Solicit new business.

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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Provide technical customer service.

Technologies & Software

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

Alternative Job Titles