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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

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

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

  • 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.

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles