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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

  • Solicit new business.

  • Provide technical customer service.

  • Recommend design modifications to eliminate machine or system malfunctions.

Technologies & Software

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

Alternative Job Titles