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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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Solicit new business.

  • Provide technical customer service.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • 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.

  • 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.

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

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

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles