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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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • 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.

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

  • Provide technical customer service.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles