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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

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

  • Solicit new business.

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles