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Automation Risk Analysis

Will “Product Development 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 Development 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 Development 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

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

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

  • Provide technical customer service.

  • 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.

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

  • Solicit new business.

Technologies & Software

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

Alternative Job Titles