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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

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

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

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

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

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

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

  • Solicit new business.

  • Provide technical customer service.

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

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

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

Technologies & Software

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

Alternative Job Titles