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Automation Risk Analysis

Will “Energy Infrastructure 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%

“Energy Infrastructure 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%

“Energy Infrastructure 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

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

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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles