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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

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

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

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

  • Provide technical customer service.

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

Technologies & Software

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

Alternative Job Titles