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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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Solicit new business.

  • 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.

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

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

  • Provide technical customer service.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Write performance requirements for product development or engineering projects.

Technologies & Software

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

Alternative Job Titles