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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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Solicit new business.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

  • 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.

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

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

  • Provide technical customer service.

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

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

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

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

Technologies & Software

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

Alternative Job Titles