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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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

  • 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.

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

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

  • Solicit new business.

  • Provide technical customer service.

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

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

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

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

Technologies & Software

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

Alternative Job Titles