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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

  • 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.

  • Solicit new business.

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

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

  • 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.

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

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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Provide technical customer service.

  • 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.

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

Technologies & Software

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

Alternative Job Titles