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Automation Risk Analysis

Will “Maintenance 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%

“Maintenance 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%

“Maintenance 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles