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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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles