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Automation Risk Analysis

Will “Design Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Design 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%

“Design 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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

  • Solicit new business.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Provide technical customer service.

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles