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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

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

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

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

  • 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.

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles