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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

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

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

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

  • 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.

  • 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.

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles