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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

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

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

  • Recommend design modifications to eliminate machine or system malfunctions.

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

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

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

  • Provide technical customer service.

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

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

  • 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.

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

  • Solicit new business.

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

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

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

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

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

  • Write performance requirements for product development or engineering projects.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles