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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

  • Provide technical customer service.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Solicit new business.

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles