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Automation Risk Analysis

Will “Product Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Product 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%

“Product 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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Solicit new business.

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

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

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

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

  • 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.

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

  • Provide technical customer service.

Technologies & Software

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

Alternative Job Titles