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Automation Risk Analysis

Will “Machine 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%

“Machine 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%

“Machine 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

  • 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.

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

  • 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.

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

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

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

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

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

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

  • Solicit new business.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Provide technical customer service.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles