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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

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

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

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

  • 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.

  • Plan and implement revegetation of disturbed sites.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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