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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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

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

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

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

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

  • Write performance requirements for product development or engineering projects.

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

  • Solicit new business.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles