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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

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

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

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

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

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

  • Solicit new business.

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles