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Automation Risk Analysis

Will “Natural Resource Manager” be Automated?

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AI Exposure Risk

49%

“Natural Resource Manager” will probably not 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 49% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

47%

“Natural Resource Manager” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 47% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Range Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research or study range land management practices to provide sustained production of forage, livestock, and wildlife.

Job Title & Hierarchy Code (SOC) Range Managers #19-1031.02
ℹ️

Data is based on the reference occupation: “Range Managers”

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Core Skills & Abilities

  • Plan and direct construction and maintenance of range improvements, such as fencing, corrals, stock-watering reservoirs, and soil-erosion control structures.

  • Plan and implement revegetation of disturbed sites.

  • Offer advice to rangeland users on water management, forage production methods, and control of brush.

  • Develop technical standards and specifications used to manage, protect, and improve the natural resources of range lands and related grazing lands.

  • Tailor conservation plans to landowners' goals, such as livestock support, wildlife, or recreation.

  • Develop new and improved instruments and techniques for activities, such as range reseeding.

  • Study rangeland management practices and research range problems to provide sustained production of forage, livestock, and wildlife.

  • Regulate grazing, such as by issuing permits and checking for compliance with standards, and help ranchers plan and organize grazing systems to manage, improve, protect, and maximize the use of rangelands.

  • Study grazing patterns to determine number and kind of livestock that can be most profitably grazed and to determine the best grazing seasons.

  • Develop methods for protecting range from fire and rodent damage and for controlling poisonous plants.

  • Coordinate with federal land managers and other agencies and organizations to manage and protect rangelands.

  • Manage forage resources through fire, herbicide use, or revegetation to maintain a sustainable yield from the land.

  • Mediate agreements among rangeland users and preservationists as to appropriate land use and management.

  • Maintain soil stability and vegetation for non-grazing uses, such as wildlife habitats and outdoor recreation.

  • Study forage plants and their growth requirements to determine varieties best suited to particular range.

  • Measure and assess vegetation resources for biological assessment companies, environmental impact statements, and rangeland monitoring programs.

Technologies & Software

  • United Nations Food and Agriculture Organization Livestock and Environment Toolbox LEAD
  • National Resources Conservation Service Web Soil Survey WSS
  • Microsoft Office software
  • R
  • Scite AI
  • Oracle Java
  • Parbat
  • ESRI ArcGIS software
  • Linux
  • National Resources Conservation Service Grazing Spatial Analysis Tool
  • NotebookLM (Google)
  • University of Arizona RangeView
  • Microsoft Great Plains Personal Data Keeper
  • CorridorDesigner
  • UNIX
  • ESSA Technologies Path Landscape Model
  • Gemini for Workspace
  • Satellite image databases
  • Global positioning system GPS software
  • Word processing software
  • Viper Tools
  • ESRI software
  • FlamMap
  • Microsoft Excel
  • Automated Geospatial Watershed Assessment AGWA
  • USDA NRCS VegSpec
  • GNU Image Manipulation Program GIMP
  • BehavePlus
  • Adobe Photoshop
  • The MathWorks MATLAB
  • Mistral AI (chat/models)
  • USDA SamplePoint
  • Facebook
  • Elicit
  • ESSA TechnologiesTool for Exploratory Landscape Scenario Analyses TELSA
  • Microsoft Access
  • Consensus
  • USDA Database for Inventory, Monitoring and Assessment (DIMA)
  • Perl
  • Fuel Characteristic Classification System FCCS
  • FEAT/Firemon integrated FFI
  • Aquatic Plant Information Retrieval System APIRS
  • USDA Comet
  • Leica Geosystems ERDAS IMAGINE
  • Microsoft Word
  • Semantic Scholar AI
  • Claude (Anthropic)
  • Fire Spread Probability FSPro
  • SAS
  • The Nature Conservancy Weed Information Management System WIMS
  • Geographic information system GIS systems
  • Python
  • USDA NRCS Soil Data Viewer
  • Microsoft Windows
  • Perplexity AI
  • Data mining software
  • National Resources Conservation Service Ecological Site Information System ESIS
  • FARSITE
  • Microsoft PowerPoint
  • Clark Labs IDRISI Selva
  • Microsoft Active Server Pages ASP
  • Geographic resources analysis support system GRASS
  • RSAC Riparian Mapping Tool
  • Tablet computers
  • Portable dataloggers
  • Global positioning system GPS devices
  • Robel poles
  • Quadrat frames
  • Double-ring infiltrometers
  • Strain gauges
  • Laptop computers
  • Personal computers
  • Soil sampling scoops
  • Hand sieves
  • Desktop computers
  • Stereoscopes
  • Impact penetrometers
  • Compact digital cameras
  • Measuring tapes
  • Plant canopy analyzers
  • Single-ring infiltrometers
  • Gram scales
  • Laser plumb bobs