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Automation Risk Analysis

Will “Irrigation 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%

“Irrigation 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%

“Irrigation 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.

  • 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.

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

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles