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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 design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • 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.

  • 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.

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

  • Provide technical customer service.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles