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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

  • Write performance requirements for product development or engineering projects.

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

  • Solicit new business.

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

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

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

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

  • Provide technical customer service.

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles