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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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

  • 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 technical customer service.

  • 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.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

  • Solicit new business.

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

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

Technologies & Software

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

Alternative Job Titles