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Automation Risk Analysis

Will “Track Production 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%

“Track Production 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%

“Track Production 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.

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

  • 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.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles