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Automation Risk Analysis

Will “Products Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Products 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%

“Products 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

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

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

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

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

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

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

  • 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.

  • Solicit new business.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • Provide technical customer service.

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles