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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

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

  • Write performance requirements for product development or engineering projects.

  • 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.

  • Provide technical customer service.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Solicit new business.

  • 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.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

Technologies & Software

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

Alternative Job Titles