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Automation Risk Analysis

Will “Tooling Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Tooling 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%

“Tooling 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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

  • 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.

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

  • 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.

  • Solicit new business.

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Provide technical customer service.

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles