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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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Solicit new business.

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

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

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

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

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

  • 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.

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

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

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

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

  • Provide technical customer service.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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

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

Alternative Job Titles