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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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Provide technical customer service.

  • 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.

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

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

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

  • Solicit new business.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles