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Automation Risk Analysis

Will “Tool 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 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 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

  • 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.

  • Write performance requirements for product development or engineering projects.

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

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

  • Provide technical customer service.

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

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

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

  • 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.

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles