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Automation Risk Analysis

Will “Geothermal Power Generation 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%

“Geothermal Power Generation 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%

“Geothermal Power Generation 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

  • Provide technical customer service.

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

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

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

  • 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.

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Solicit new business.

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

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

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

  • 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.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles