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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

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

  • 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.

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

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

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

  • Provide technical customer service.

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

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

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

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

  • Write performance requirements for product development or engineering 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.

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

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

  • Solicit new business.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles