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Automation Risk Analysis

Will “Railroad Design Consultant” 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%

“Railroad Design Consultant” 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%

“Railroad Design Consultant” 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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

Technologies & Software

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

Alternative Job Titles