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Automation Risk Analysis

Will “Hydroelectric Plant Structural Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #84 of 702. Estimated risk: 1.9%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

50%

“Hydroelectric Plant Structural 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 50% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

29%

“Hydroelectric Plant Structural Engineer” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 29% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Civil Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.

Avg. Annual Salary $107,050
Avg. Hourly Wage $51.47
Available Jobs (US) 355,410
Job Title & Hierarchy Code (SOC) Civil Engineers #17-2051
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Civil Engineers”

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Core Skills & Abilities

  • Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

  • Compute load and grade requirements, water flow rates, or material stress factors to determine design specifications.

  • Identify environmental risks and develop risk management strategies for civil engineering projects.

  • Plan and design transportation or hydraulic systems or structures, using computer-assisted design or drawing tools.

  • Provide technical advice to industrial or managerial personnel regarding design, construction, program modifications, or structural repairs.

  • Inspect project sites to monitor progress and ensure conformance to design specifications and safety or sanitation standards.

  • Design or engineer systems to efficiently dispose of chemical, biological, or other toxic wastes.

  • Direct or participate in surveying to lay out installations or establish reference points, grades, or elevations to guide construction.

  • Conduct studies of traffic patterns or environmental conditions to identify engineering problems and assess potential project impact.

  • Manage and direct the construction, operations, or maintenance activities at project site.

  • Analyze survey reports, maps, drawings, blueprints, aerial photography, or other topographical or geologic data.

  • Prepare or present public reports on topics such as bid proposals, deeds, environmental impact statements, or property and right-of-way descriptions.

  • Direct engineering activities, ensuring compliance with environmental, safety, or other governmental regulations.

  • Design energy-efficient or environmentally sound civil structures.

  • Develop or implement engineering solutions to clean up industrial accidents or other contaminated sites.

  • Test soils or materials to determine the adequacy and strength of foundations, concrete, asphalt, or steel.

Technologies & Software

  • Bentley Haestad Methods CivilStorm
  • The Gordian Group PROGEN Online
  • Autodesk Land Desktop
  • Microsoft Excel
  • The MathWorks MATLAB
  • AutoCAD AI
  • Cartography software
  • National Instruments LabVIEW
  • ESRI ArcGIS software
  • Nova (Amazon)
  • Microsoft Exchange
  • C
  • Cost estimating software
  • Graphics software
  • Bentley MicroStation
  • Formula translation/translator FORTRAN
  • Spreadsheet software
  • Stormwater hydrology software
  • SAP software
  • Microsoft Internet Explorer
  • Gemini (Google)
  • ESRI ArcView
  • Hydraulic analysis software
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft PowerPoint
  • Trimble Terramodel
  • Eagle Point Site Design
  • GitHub Copilot
  • Computer aided design and drafting software CADD
  • Shell script
  • Oracle Primavera Enterprise Project Portfolio Management
  • Hydraulic modeling software
  • Qwen (Alibaba)
  • Verilog
  • HEC-HMS
  • MAYA Nastran
  • Bentley InRoads Suite
  • Procore software
  • ANSYS AI Simulation
  • Web browser software
  • Microsoft Dynamics
  • Extensible markup language XML
  • Supervisory control and data acquisition SCADA software
  • Minitab
  • Apache Subversion SVN
  • Autodesk AI
  • ESRI ArcInfo
  • HEC-1
  • GT STRUDL
  • Bentley GeoPak Bridge
  • Claude (Anthropic)
  • Dassault Systemes CATIA
  • Kimi (Moonshot AI)
  • Bridge design software
  • Microsoft Project
  • WinTR-55
  • Llama (Meta)
  • Mathsoft Mathcad
  • DeepSeek
  • Bentley STAAD
  • Corel WordPerfect Office Suite
  • Dassault Systemes SolidWorks
  • Microsoft Office software
  • Autodesk Revit
  • Finite element analysis FEA software
  • Microsoft Access
  • Scheduling software
  • SmugMug Flickr
  • Adobe Acrobat
  • Autodesk AutoCAD Civil 3D
  • Microsoft Word
  • Mistral (Mistral AI)
  • Trimble SketchUp Pro
  • Trimble Geomatics Office
  • Perplexity AI
  • Microsoft Visual Basic
  • Geographic information system GIS software
  • PTC Creo Parametric
  • Grok (xAI)
  • Dassault Systemes Abaqus
  • Autodesk AutoCAD
  • Microsoft ActiveX
  • Oracle JD Edwards EnterpriseOne
  • ChatGPT (OpenAI)
  • Road design software
  • Gemini Code Assist
  • Intergraph MGE
  • Microsoft Outlook
  • Email software
  • HydroCAD Software Solutions HydroCAD Stormwater Modeling System
  • Blueprint copiers
  • Rolling scales
  • Anemometers
  • Steel rules
  • Protractors
  • Precision levels
  • Rhodes arcs
  • Laptop computers
  • Compasses
  • Thickness gauges
  • Two way radios
  • Drafting triangles
  • Laser levels
  • Desktop computers
  • Planimeters
  • Digital cameras
  • Transit levels
  • Microfilm readers
  • Global positioning system GPS receivers
  • Dividers
  • Surveying rods
  • Radar guns
  • Drafting scales
  • Surveying wheels
  • Traffic counters
  • Electronic distance measuring devices
  • Measuring tapes
  • Total stations
  • Theodolites

Alternative Job Titles