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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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Provide technical customer service.

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

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

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

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

Technologies & Software

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

Alternative Job Titles