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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

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

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

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

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

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

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

  • 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.

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Provide technical customer service.

  • 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.

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

  • 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.

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

  • Solicit new business.

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

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

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

Technologies & Software

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

Alternative Job Titles