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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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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