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Automation Risk Analysis

Will “Range Conservationist” be Automated?

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AI Exposure Risk

49%

“Range Conservationist” 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%

“Range Conservationist” 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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

Technologies & Software

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