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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

  • Provide technical customer service.

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

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

  • 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.

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

  • Solicit new business.

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

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

Technologies & Software

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

Alternative Job Titles