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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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

  • Solicit new business.

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

Technologies & Software

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

Alternative Job Titles