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Automation Risk Analysis

Will “Machine 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%

“Machine 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%

“Machine 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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • Provide technical customer service.

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

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

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

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

Technologies & Software

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

Alternative Job Titles