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Automation Risk Analysis

Will “Highway Safety 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%

“Highway Safety 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%

“Highway Safety 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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

Technologies & Software

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

Alternative Job Titles