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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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles