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Automation Risk Analysis

Will “Drainage 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%

“Drainage 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%

“Drainage 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

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles