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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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

  • Provide technical customer service.

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

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

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

  • Write performance requirements for product development or engineering projects.

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

  • Solicit new business.

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

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

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

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

Technologies & Software

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

Alternative Job Titles