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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

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

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

  • Write performance requirements for product development or engineering projects.

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Provide technical customer service.

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

  • Solicit new business.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles