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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

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

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

  • 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.

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Solicit new business.

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

Technologies & Software

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

Alternative Job Titles