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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

  • 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.

  • 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.

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

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

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

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

  • 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.

  • Plan and implement revegetation of disturbed sites.

  • 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 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.

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

Technologies & Software

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