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Automation Risk Analysis

Will “Range Management Specialist” be Automated?

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AI Exposure Risk

49%

“Range 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%

“Range 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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

  • 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.

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

Technologies & Software

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