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Automation Risk Analysis

Will “Railroad 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%

“Railroad 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%

“Railroad 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

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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles