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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

  • 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.

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

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles