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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

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

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

  • Manage and direct the construction, operations, or maintenance activities at project site.

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

  • 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.

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

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

Technologies & Software

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

Alternative Job Titles