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Automation Risk Analysis

Will “Automation Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #51 of 702. Estimated risk: 1.0%

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AI Exposure Risk

44%

“Automation Engineer” will probably not 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 44% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

43%

“Automation 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 43% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Marine Engineers and Naval Architects, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design, develop, and evaluate the operation of marine vessels, ship machinery, and related equipment, such as power supply and propulsion systems.

Avg. Annual Salary $116,680
Avg. Hourly Wage $56.10
Available Jobs (US) 8,440
Job Title & Hierarchy Code (SOC) Marine Engineers and Naval Architects #17-2121
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Marine Engineers and Naval Architects”

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Core Skills & Abilities

  • Inspect marine equipment and machinery to draw up work requests and job specifications.

  • Conduct environmental, operational, or performance tests on marine machinery and equipment.

  • Perform monitoring activities to ensure that ships comply with international regulations and standards for life-saving equipment and pollution preventatives.

  • Maintain and coordinate repair of marine machinery and equipment for installation on vessels.

  • Design layout of craft interior, including cargo space, passenger compartments, ladder wells, and elevators.

  • Review work requests and compare them with previous work completed on ships to ensure that costs are economically sound.

  • Investigate and observe tests on machinery and equipment for compliance with standards.

  • Coordinate activities with regulatory bodies to ensure repairs and alterations are at minimum cost and consistent with safety.

  • Supervise other engineers and crew members and train them for routine and emergency duties.

  • Establish arrangement of boiler room equipment and propulsion machinery, heating and ventilating systems, refrigeration equipment, piping, and other functional equipment.

  • Design complete hull and superstructure according to specifications and test data, in conformity with standards of safety, efficiency, and economy.

  • Schedule machine overhauls and the servicing of electrical, heating, ventilation, refrigeration, water, and sewage systems.

  • Act as liaisons between ships' captains and shore personnel to ensure that schedules and budgets are maintained, and that ships are operated safely and efficiently.

  • Check, test, and maintain automatic controls and alarm systems.

  • Evaluate performance of craft during dock and sea trials to determine design changes and conformance with national and international standards.

  • Design and oversee testing, installation, and repair of marine apparatus and equipment.

  • Confer with research personnel to clarify or resolve problems and to develop or modify designs.

  • Prepare plans, estimates, design and construction schedules, and contract specifications, including any special provisions.

  • Analyze data to determine feasibility of product proposals.

  • Determine conditions under which tests are to be conducted, as well as sequences and phases of test operations.

  • Prepare technical reports for use by engineering, management, or sales personnel.

  • Maintain contact with, and formulate reports for, contractors and clients to ensure completion of work at minimum cost.

  • Conduct analyses of ships, such as stability, structural, weight, and vibration analyses.

  • Procure materials needed to repair marine equipment and machinery.

  • Evaluate operation of marine equipment during acceptance testing and shakedown cruises.

  • Maintain records of engineering department activities, including expense records and details of equipment maintenance and repairs.

  • Conduct analytical, environmental, operational, or performance studies to develop designs for products, such as marine engines, equipment, and structures.

  • Study design proposals and specifications to establish basic characteristics of craft, such as size, weight, speed, propulsion, displacement, and draft.

  • Prepare, or direct the preparation of, product or system layouts and detailed drawings and schematics.

  • Oversee construction and testing of prototype in model basin and develop sectional and waterline curves of hull to establish center of gravity, ideal hull form, and buoyancy and stability data.

Technologies & Software

  • Microsoft Access
  • Intergraph SmartMarine 3D
  • Gemini Code Assist
  • PTC Pro/Pipe
  • Proteus Engineering FastShip
  • MSC Software Nastran
  • Tension Technology International OPTIMOOR
  • AeroHydro MultiSurf
  • PTC Creo Parametric
  • Microsoft Outlook
  • Microsoft Office software
  • Bentley STAAD
  • Siemens Solid Edge
  • GitHub Copilot
  • HydroComp NavCad
  • ShipConstructor
  • Creative System GHS
  • Autodesk Algor Simulation
  • IBM Lotus 1-2-3
  • ANSYS ASAS
  • Strand7
  • Microsoft Word
  • ANSYS AI Simulation
  • Microsoft PowerPoint
  • Microsoft Excel
  • AutoCAD AI
  • Structural Dynamics StruCAD*3D
  • Perplexity AI
  • Seasafe Marine Software Seasafe
  • ChatGPT (OpenAI)
  • Seaworthy Systems Shipboard Automated Maintenance Management SAMM
  • MAYA Nastran
  • Zoom
  • Siemens NX
  • Herbert Software Solutions HECSALV
  • The Napa Group NAPA
  • Microsoft Project
  • Autodesk AI
  • Adobe Acrobat
  • Autodesk AutoCAD
  • The MathWorks MATLAB
  • Ansys Fluent
  • ANSYS AQWA
  • SAP software
  • Dassault Systemes SolidWorks
  • McNeel Rhinoceros 3D
  • Oracle Primavera Systems
  • Personal computers
  • Laptop computers
  • Hard hats
  • Plotters
  • Desktop computers
  • Safety glasses
  • Programmable logic controllers PLC