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

  • 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.

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

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

  • 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.

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

  • Plan and implement revegetation of disturbed sites.

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

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

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

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

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

Technologies & Software

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