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Automation Risk Analysis

Will “Forest 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%

“Forest 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%

“Forest 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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

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

  • Design energy-efficient or environmentally sound civil structures.

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

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

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

Technologies & Software

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

Alternative Job Titles