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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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

Technologies & Software

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

Alternative Job Titles