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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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles