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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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

  • 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 feedback to design engineers on customer problems or needs.

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

  • Write performance requirements for product development or engineering projects.

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

  • Solicit new business.

Technologies & Software

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

Alternative Job Titles