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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

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

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

  • 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.

  • Solicit new business.

  • Write performance requirements for product development or engineering projects.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles