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Automation Risk Analysis

Will “Wind Turbine Mechanical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Wind Turbine Mechanical 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%

“Wind Turbine Mechanical 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

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

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

  • Provide technical customer service.

  • 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.

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

  • 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.

  • 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.

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

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

  • 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.

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

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

  • Solicit new business.

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • 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.

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles