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Automation Risk Analysis

Will “Tool Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Tool Designer” 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 Designer” 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

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

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

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

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

  • Solicit new business.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • 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.

Technologies & Software

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

Alternative Job Titles