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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.

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

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

  • 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.

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

  • 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

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

Alternative Job Titles