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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

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

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

  • 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.

  • 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.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

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

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

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

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

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

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

  • Solicit new business.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles