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Automation Risk Analysis

Will “Rangeland Management Specialist” be Automated?

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AI Exposure Risk

49%

“Rangeland Management Specialist” 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%

“Rangeland Management Specialist” 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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Plan and implement revegetation of disturbed sites.

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

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

Technologies & Software

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