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Automation Risk Analysis

Will “Resource Recovery 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%

“Resource Recovery 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%

“Resource Recovery 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.

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

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

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

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

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

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

  • 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.

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

  • Estimate quantities and cost of materials, equipment, or labor to determine project feasibility.

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

Technologies & Software

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

Alternative Job Titles