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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

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

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

  • Solicit new business.

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

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

  • 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.

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles