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Automation Risk Analysis

Will “Tool Design Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Tool Design 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%

“Tool Design 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

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

  • 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.

  • Provide technical customer service.

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

  • Solicit new business.

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles