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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

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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles