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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.

  • 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.

  • 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.

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles