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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

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

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

  • Provide technical customer service.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • 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.

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

  • Solicit new business.

  • 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.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles