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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

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

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

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

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

  • 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.

  • Solicit new business.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles