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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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles