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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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

Technologies & Software

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

Alternative Job Titles