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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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

  • Solicit new business.

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

  • 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.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

Technologies & Software

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

Alternative Job Titles