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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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles