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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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

Technologies & Software

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

Alternative Job Titles