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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

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

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

  • Plan and implement revegetation of disturbed sites.

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

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

  • 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.

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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