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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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

Technologies & Software

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

Alternative Job Titles