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Automation Risk Analysis

Will “Hydroelectric Plant 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%

“Hydroelectric Plant 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%

“Hydroelectric Plant 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

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

  • 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.

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

  • Solicit new business.

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles