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Automation Risk Analysis

Will “Hydraulic Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #53 of 702. Estimated risk: 1.1%

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AI Exposure Risk

57%

“Hydraulic 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%

“Hydraulic 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

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

  • 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.

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

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

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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • Write performance requirements for product development or engineering projects.

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

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

  • Solicit new business.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles