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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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

  • 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.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles