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Automation Risk Analysis

Will “Asphalt 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%

“Asphalt 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%

“Asphalt 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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles