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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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

  • Provide technical customer service.

  • 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.

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

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

  • Solicit new business.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles